# app_insight_snapshot

snapshot_date: 2026-06-03
insight_key: momentum_anomaly-imCOLO-l9Xs
insight_id: momentum_anomaly-imCOLO-l9Xs
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: negative
certainty: fact
title: FIVE FINGER FANS HERE! below typical pace
evidence_json: {"recentAvgPerDay":2.67,"expectedAvgPerDay":18.33,"ratio":0.145,"recentDays":3,"latestDay":49}
generated_at: 2026-06-03T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for FIVE FINGER FANS HERE!: 3. Expected at this age on this channel: 18. That puts it at 0.1× typical.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-04
insight_key: momentum_anomaly-G3X-t3NKOSE
insight_id: momentum_anomaly-G3X-t3NKOSE
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: positive
certainty: fact
title: 2.5× typical on I STARTED A TRUCK DEALERSHIP
evidence_json: {"recentAvgPerDay":5.67,"expectedAvgPerDay":2.31,"ratio":2.456,"recentDays":3,"latestDay":24}
generated_at: 2026-06-04T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP is running 2.5× this channel's typical pace at its current age — 6 views/day recently, against an expected 2.

context:
[cell repeats an earlier one in this file: 154 characters]


snapshot_date: 2026-06-04
insight_key: momentum_anomaly-eju1Rb5gc7U
insight_id: momentum_anomaly-eju1Rb5gc7U
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: fact
title: CAN I PAY OFF THIS LOAN? running 4.8× expected
evidence_json: {"recentAvgPerDay":11.67,"expectedAvgPerDay":2.44,"ratio":4.775,"recentDays":3,"latestDay":25}
generated_at: 2026-06-04T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 12 views/day recently, vs 2 expected at this age on this channel — 4.8× the typical rate.

context:
[cell repeats an earlier one in this file: 154 characters]


snapshot_date: 2026-06-04
insight_key: quiet_inventory-2026-06-04
insight_id: quiet_inventory-2026-06-04
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 21 of 26 videos
body: 21 of 26 public videos received no views in the last seven days.
generated_at: 2026-06-04T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":21,"videosTotal":26,"pctQuiet":0.8077,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-04"}


snapshot_date: 2026-06-04
insight_key: first_milestone-250-cleared
insight_id: first_milestone-250-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 250 views: cleared by 9 videos
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across a catalogue of 26, 9 videos sit at or above 250 views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":250,"videosAboveTier":9,"totalVideos":26,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-04
insight_key: traffic_source_shift-eju1Rb5gc7U-Suggested_Videos
insight_id: traffic_source_shift-eju1Rb5gc7U-Suggested_Videos
detector_name: traffic_source_shift
insight_category: traffic_shift
subject_type: video
subject_id: eju1Rb5gc7U
direction: negative
certainty: fact
title: CAN I PAY OFF THIS LOAN? saw its Suggested Videos share change
body: 90% → 84% of views from Suggested Videos on CAN I PAY OFF THIS LOAN? (-6.4 points).
generated_at: 2026-06-04T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 143 characters]

evidence_json:
  {"source":"Suggested Videos","olderPct":0.9012,"recentPct":0.8375,"ppChange":-6.37,"olderViews":155,"recentViews":67}


snapshot_date: 2026-06-04
insight_key: engagement_ratio_outlier-0ME3aXfNvKU
insight_id: engagement_ratio_outlier-0ME3aXfNvKU
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! drew engagement 18.0× the channel median
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! gathered 1 combined likes, comments, and shares on 14 views (7.1%) — about 18.0× this channel's median engagement rate, led by 1 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"0ME3aXfNvKU","engagementRatio":0.0714,"medianRatio":0.004,"topQuartileRatio":0.0083,"multiplierOverMedian":17.96,"dominantMetric":"likes","dominantPerView":0.0714,"dominantChannelPerView":0.004,"videoTotalViews":14,"videoTotalLikes":1,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-04
insight_key: emerging_signal-suggested-videos-channel-pattern
insight_id: emerging_signal-suggested-videos-channel-pattern
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Suggested Videos touching 3 videos this window
evidence_json: {"source":"Suggested Videos","videoCount":3,"totalViews":3,"date":"2026-06-04","shape":"pattern"}
generated_at: 2026-06-04T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  3 videos on this channel each saw some Suggested Videos views on Jun 4, 2026 — 3 views combined. Spread this wide and this thin reads as the surface waking up for the channel.

context:
  Suggested Videos is YouTube matching these videos to viewers who watched something similar — usually where early traction shows up for newer channels. At per-video counts this thin, any one video could be noise. What's notable is the spread across videos — the surface is active for this channel at all.


snapshot_date: 2026-06-04
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carries most of the views
body: One video holds 49% of this channel's lifetime views (9.6K of 19.4K across 17 videos).
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.49,"top3Pct":0.7,"top5Pct":0.86,"top1Views":9554,"totalViews":19421,"videosCounted":17,"videosTotal":26}


snapshot_date: 2026-06-04
insight_key: engagement_ratio_outlier-pn2r7K_BnVk
insight_id: engagement_ratio_outlier-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: pn2r7K_BnVk
direction: positive
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? drew engagement 2.1× the channel median
generated_at: 2026-06-04T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? gathered 2 combined likes, comments, and shares on 240 views (0.8%) — about 2.1× this channel's median engagement rate, led by 2 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"pn2r7K_BnVk","engagementRatio":0.0083,"medianRatio":0.004,"topQuartileRatio":0.0083,"multiplierOverMedian":2.095,"dominantMetric":"likes","dominantPerView":0.0083,"dominantChannelPerView":0.004,"videoTotalViews":240,"videoTotalLikes":2,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-04
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are holding attention for less time
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 13 videos on this channel, average view duration was 60 seconds. Across the newer 13, it is 32 seconds.

context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.52,"changeRatio":0.53,"olderCount":13,"newerCount":13}


snapshot_date: 2026-06-04
insight_key: engagement_ratio_outlier-gTEPrm7TWpU
insight_id: engagement_ratio_outlier-gTEPrm7TWpU
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: gTEPrm7TWpU
direction: positive
certainty: trend
title: NO LYING drew engagement 2.9× the channel median
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  NO LYING gathered 9 combined likes, comments, and shares on 768 views (1.2%) — about 2.9× this channel's median engagement rate, led by 4 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"gTEPrm7TWpU","engagementRatio":0.0117,"medianRatio":0.004,"topQuartileRatio":0.0083,"multiplierOverMedian":2.947,"dominantMetric":"likes","dominantPerView":0.0052,"dominantChannelPerView":0.004,"videoTotalViews":768,"videoTotalLikes":4,"videoTotalComments":5,"videoTotalShares":0}


snapshot_date: 2026-06-04
insight_key: engagement_ratio_outlier-0_4YYhl8dO0
insight_id: engagement_ratio_outlier-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: 0_4YYhl8dO0
direction: positive
certainty: trend
title: I OPENED A DRIVE THRU! PT1 drew engagement 3.1× the channel median
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  I OPENED A DRIVE THRU! PT1 gathered 1 combined likes, comments, and shares on 81 views (1.2%) — about 3.1× this channel's median engagement rate, led by 1 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"0_4YYhl8dO0","engagementRatio":0.0123,"medianRatio":0.004,"topQuartileRatio":0.0083,"multiplierOverMedian":3.104,"dominantMetric":"likes","dominantPerView":0.0123,"dominantChannelPerView":0.004,"videoTotalViews":81,"videoTotalLikes":1,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-04
insight_key: engagement_ratio_outlier-3uVXLL053R8
insight_id: engagement_ratio_outlier-3uVXLL053R8
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: 3uVXLL053R8
direction: positive
certainty: trend
title: I STARTED A ABANDONED WATER PARK! drew engagement 2.8× the channel median
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A ABANDONED WATER PARK! gathered 3 combined likes, comments, and shares on 267 views (1.1%) — about 2.8× this channel's median engagement rate, led by 2 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"3uVXLL053R8","engagementRatio":0.0112,"medianRatio":0.004,"topQuartileRatio":0.0083,"multiplierOverMedian":2.825,"dominantMetric":"likes","dominantPerView":0.0075,"dominantChannelPerView":0.004,"videoTotalViews":267,"videoTotalLikes":2,"videoTotalComments":1,"videoTotalShares":0}


snapshot_date: 2026-06-04
insight_key: trajectory_outlier-pn2r7K_BnVk
insight_id: trajectory_outlier-pn2r7K_BnVk
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: pn2r7K_BnVk
direction: positive
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? running ahead of the channel's usual pace for its age
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  14 views on Day 22 for CAN BEAM NG AI ESCAPE ME? — 1300% over this channel's typical video at the same age (1 views).

context:
[cell repeats an earlier one in this file: 215 characters]

evidence_json:
  {"shape":"trajectory","latestDay":22,"latestViews":14,"normMedian":1,"normPeerCount":7,"deviationPct":1300,"daysCompared":2}


snapshot_date: 2026-06-04
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: Post-peak window for CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-06-04T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN BEAM NG AI ESCAPE ME? have dropped from 36.3 at the peak (Day 1) to 9.3 around Day 23.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":23,"recentAvgPerDay":9.33,"dropRatio":0.74,"patternLabel":"Recent 9.33 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-04
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: trend
title: Weekly view trajectory steepening
body: Recent 4-week weekly slope: +18%/wk. Prior 4-week slope: -119%/wk. Sample: 8 weekly buckets.
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 167 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":-119,"recentRelSlopePct":18,"priorMeanWeeklyViews":2771,"recentMeanWeeklyViews":141,"deltaRelSlopePct":136,"priorSlopeViewsPerWeek":-3287.7,"recentSlopeViewsPerWeek":25.1}


snapshot_date: 2026-06-04
insight_key: momentum_anomaly-KjL7WhexDeM
insight_id: momentum_anomaly-KjL7WhexDeM
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: negative
certainty: fact
title: Billie Eilish fans here! below typical pace
evidence_json: {"recentAvgPerDay":0.33,"expectedAvgPerDay":67.79,"ratio":0.005,"recentDays":3,"latestDay":27}
generated_at: 2026-06-04T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for Billie Eilish fans here!: 0. Expected at this age on this channel: 68. That puts it at 0.0× typical.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-04
insight_key: lifecycle_phase-decline-pVHLTbhPQ98
insight_id: lifecycle_phase-decline-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pVHLTbhPQ98
direction: neutral
certainty: signal
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! past its peak window
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! is averaging 1.3 views/day around Day 228, down from 6.0 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":228,"recentAvgPerDay":1.33,"dropRatio":0.78,"patternLabel":"Recent 1.33 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-06-04
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Post-peak window for Who is the best Youtuber besides MrBeast?
generated_at: 2026-06-04T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Who is the best Youtuber besides MrBeast? have dropped from 752.0 at the peak (Day 1) to 0.7 around Day 191.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":191,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-04
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: Post-peak window for CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-04T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN I PAY OFF THIS LOAN? have dropped from 27.7 at the peak (Day 16) to 11.7 around Day 25.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":25,"recentAvgPerDay":11.67,"dropRatio":0.58,"patternLabel":"Recent 11.67 views/day, down from peak of 27.67/day on Day 16","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-04
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: signal
title: I STARTED A TRUCK DEALERSHIP tapering off its peak
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP peaked at 12.3 views/day on Day 1; around Day 24 it's averaging 5.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":24,"recentAvgPerDay":5.67,"dropRatio":0.54,"patternLabel":"Recent 5.67 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-04
insight_key: momentum_anomaly-imCOLO-l9Xs
insight_id: momentum_anomaly-imCOLO-l9Xs
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: negative
certainty: fact
title: FIVE FINGER FANS HERE! slowing below its usual pace
evidence_json: {"recentAvgPerDay":2.67,"expectedAvgPerDay":18.33,"ratio":0.145,"recentDays":3,"latestDay":49}
generated_at: 2026-06-04T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  FIVE FINGER FANS HERE! is averaging 3 views/day recently, vs 18 expected at this age on this channel — 0.1× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-05
insight_key: channel_window_trend-prev-views-2026-06-05
insight_id: channel_window_trend-prev-views-2026-06-05
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Views a day: 75 lately vs 34
body: Recent 7-day average: 75 views a day. The prior 7 days: 34.
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"channel_window_trend","metric":"views","mode":"prev","current":75.14,"baseline":33.86,"relDeltaPct":122,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-06-05
insight_key: video_window_trend-prev-day1_views-2026-06-05
insight_id: video_window_trend-prev-day1_views-2026-06-05
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: trend
title: Recent videos averaging 22× the day-1 views — 77 vs 4
body: The last 5 videos averaged 77 day-1 views; the 5 before them averaged 4.
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day1_views","mode":"prev","current":77.2,"baseline":3.5,"relDeltaPct":2106,"currentN":5,"baselineN":4}


snapshot_date: 2026-06-05
insight_key: video_window_trend-first-day1_views-2026-06-05
insight_id: video_window_trend-first-day1_views-2026-06-05
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: trend
title: Day-1 views running higher since the channel's first videos
body: Across the last 5 videos, day-1 views averaged 77 — the channel's first 5 videos averaged 7.
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day1_views","mode":"first","current":77.2,"baseline":6.5,"relDeltaPct":1088,"currentN":5,"baselineN":4}


snapshot_date: 2026-06-05
insight_key: video_window_trend-consecutive-day1_views-2026-06-05
insight_id: video_window_trend-consecutive-day1_views-2026-06-05
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: signal
title: The newest video drew 126× the day-1 views of the one before — 379 vs 3
body: The most recent video has 379 day-1 views; the video published before it had 3.
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day1_views","mode":"consecutive","current":379,"baseline":3,"relDeltaPct":12533,"currentN":1,"baselineN":1}


snapshot_date: 2026-06-05
insight_key: momentum_anomaly-eju1Rb5gc7U
insight_id: momentum_anomaly-eju1Rb5gc7U
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: fact
title: 4.8× typical on CAN I PAY OFF THIS LOAN?
evidence_json: {"recentAvgPerDay":11.67,"expectedAvgPerDay":2.44,"ratio":4.775,"recentDays":3,"latestDay":25}
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is running 4.8× this channel's typical pace at its current age — 12 views/day recently, against an expected 2.

context:
[cell repeats an earlier one in this file: 154 characters]


snapshot_date: 2026-06-05
insight_key: relative_outlier-3uVXLL053R8-subsConversion
insight_id: relative_outlier-3uVXLL053R8-subsConversion
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: 3uVXLL053R8
direction: positive
certainty: fact
title: I STARTED A ABANDONED WATER PARK! ranks #1 on subscriber conversion
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A ABANDONED WATER PARK! ranks #1 of 15 on this channel for subscriber conversion. 5 videos sit that far from the usual on subscriber conversion; this is the furthest.

evidence_json:
  {"metric":"subsConversion","value":11.24,"mean":0.21,"zScore":35.43,"rank":1,"totalVideos":15,"ratioToMean":53.52,"outliersInMetric":5}


snapshot_date: 2026-06-05
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats ranks #1 on views per day
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats ranks #1 of 15 on this channel for views per day. 3 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":398.0833,"mean":67.375,"zScore":3.83,"rank":1,"totalVideos":15,"ratioToMean":5.91,"outliersInMetric":3}


snapshot_date: 2026-06-05
insight_key: momentum_anomaly-G3X-t3NKOSE
insight_id: momentum_anomaly-G3X-t3NKOSE
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: positive
certainty: fact
title: I STARTED A TRUCK DEALERSHIP at 2.5× the typical rate
evidence_json: {"recentAvgPerDay":5.67,"expectedAvgPerDay":2.31,"ratio":2.456,"recentDays":3,"latestDay":24}
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for I STARTED A TRUCK DEALERSHIP: 6. Expected at this age on this channel: 2. That puts it at 2.5× typical.

context:
[cell repeats an earlier one in this file: 154 characters]


snapshot_date: 2026-06-05
insight_key: source_mix_inversion-2026-06-05
insight_id: source_mix_inversion-2026-06-05
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Shorts Feed overtook Suggested Videos this week
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Shorts Feed held 70% of channel views in the last 7 days; Suggested Videos led the prior 7 with 90%.

context:
  Top-source flips week-over-week often reflect one video catching a surface or a quieter week on the previous leader. The mix usually settles within a couple of weeks.

evidence_json:
  {"shape":"source_mix_inversion","recentSource":"Shorts Feed","priorSource":"Suggested Videos","recentSharePct":70,"priorSharePct":90,"recentWindowFrom":"2026-05-30","recentWindowTo":"2026-06-05","priorWindowFrom":"2026-05-23","priorWindowTo":"2026-05-29"}


snapshot_date: 2026-06-05
insight_key: first_milestone-500-cleared
insight_id: first_milestone-500-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 7 videos have passed 500 views
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  7 of this channel's 27 public videos are at or above 500 views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":500,"videosAboveTier":7,"totalVideos":27,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-05
insight_key: first_milestone-1000-cleared
insight_id: first_milestone-1000-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 5 videos have passed 1.0K views
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  5 of this channel's 27 public videos are at or above 1.0K views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":1000,"videosAboveTier":5,"totalVideos":27,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-05
insight_key: single_source_spike_day-2026-06-05
insight_id: single_source_spike_day-2026-06-05
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: 368 Shorts Feed views for a video
body: On Jun 5, 2026, a video picked up 368 views from Shorts Feed.
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"shape":"single_source_spike_day","date":"2026-06-05","source":"Shorts Feed","sourceViews":368,"totalViews":379,"sharePct":97}


snapshot_date: 2026-06-05
insight_key: first_milestone-250-cleared
insight_id: first_milestone-250-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 10 videos have passed 250 views
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  10 of this channel's 27 public videos are at or above 250 views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":250,"videosAboveTier":10,"totalVideos":27,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-05
insight_key: quiet_inventory-2026-06-05
insight_id: quiet_inventory-2026-06-05
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 21 of 27 videos
body: 21 of 27 public videos received no views in the last seven days.
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":21,"videosTotal":27,"pctQuiet":0.7778,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-05"}


snapshot_date: 2026-06-05
insight_key: relative_outlier-G8RciT3IC9s-retention
insight_id: relative_outlier-G8RciT3IC9s-retention
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: watch-through rate ranking for Comment your map suggestions below!: #1
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's watch-through rate ranking, Comment your map suggestions below! holds position #1 of 15.

evidence_json:
  {"metric":"retention","value":70.8,"mean":23.7,"zScore":1.86,"rank":1,"totalVideos":15,"ratioToMean":2.99,"outliersInMetric":1}


snapshot_date: 2026-06-05
insight_key: traffic_source_shift-eju1Rb5gc7U-Suggested_Videos
insight_id: traffic_source_shift-eju1Rb5gc7U-Suggested_Videos
detector_name: traffic_source_shift
insight_category: traffic_shift
subject_type: video
subject_id: eju1Rb5gc7U
direction: negative
certainty: fact
title: Suggested Videos share shifted on CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  For CAN I PAY OFF THIS LOAN?, traffic from Suggested Videos moved from 90% to 84% of views (-6.4 points).

context:
[cell repeats an earlier one in this file: 143 characters]

evidence_json:
  {"source":"Suggested Videos","olderPct":0.9012,"recentPct":0.8375,"ppChange":-6.37,"olderViews":155,"recentViews":67}


snapshot_date: 2026-06-05
insight_key: relative_outlier-G8RciT3IC9s-engagement
insight_id: relative_outlier-G8RciT3IC9s-engagement
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: #1 on interaction rate — Comment your map suggestions below!
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 15 videos on this channel, Comment your map suggestions below! sits at #1 on interaction rate.

evidence_json:
  {"metric":"engagement","value":0.0158,"mean":0.0048,"zScore":1.55,"rank":1,"totalVideos":15,"ratioToMean":3.29,"outliersInMetric":1}


snapshot_date: 2026-06-05
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Top video carried last week's mass
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  In the last week, Comment your map suggestions below! accounted for 72% of channel views; the top three together accounted for 92%.

context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"G8RciT3IC9s","topVideoShare7d":0.72,"top3VideoShare7d":0.92,"asOf":"2026-06-05","videosCounted":18}


snapshot_date: 2026-06-05
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos leading on views/day here
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 47.3 across 16 shorter (under 5 min) videos, 2.8 across 10 longer (15+ min) videos.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":47.26,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":2.78,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 47.26 views/day; the 10 longer (15+ min) videos get 2.78."}


snapshot_date: 2026-06-05
insight_key: engagement_ratio_outlier-G8RciT3IC9s
insight_id: engagement_ratio_outlier-G8RciT3IC9s
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: High likes-to-view ratio on Comment your map suggestions below!
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Comment your map suggestions below!, combined engagement runs 3.6× the channel median (6 interactions on 379 views, 1.6%). 6 likes drove most of the lift.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"G8RciT3IC9s","engagementRatio":0.0158,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":3.602,"dominantMetric":"likes","dominantPerView":0.0158,"dominantChannelPerView":0.0044,"videoTotalViews":379,"videoTotalLikes":6,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-05
insight_key: engagement_ratio_outlier-0ME3aXfNvKU
insight_id: engagement_ratio_outlier-0ME3aXfNvKU
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: High likes-to-view ratio on I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS!
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  On I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS!, combined engagement runs 16.3× the channel median (1 interactions on 14 views, 7.1%). 1 likes drove most of the lift.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"0ME3aXfNvKU","engagementRatio":0.0714,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":16.25,"dominantMetric":"likes","dominantPerView":0.0714,"dominantChannelPerView":0.0044,"videoTotalViews":14,"videoTotalLikes":1,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-05
insight_key: first_milestone-100-cleared
insight_id: first_milestone-100-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 14 videos have passed 100 views
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  14 of this channel's 27 public videos are at or above 100 views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":100,"videosAboveTier":14,"totalVideos":27,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-05
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Hit-driven shape on this channel
body: 48% of the lifetime views here come from a single video — 9.6K out of 19.8K across 18 videos.
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19800,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-05
insight_key: publish_gap
insight_id: publish_gap
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: signal
title: 119-day gap before May 10, 2026
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  A 119-day gap between public releases ending May 10, 2026 — about 17× this channel's median gap of 7 day(s).

context:
[cell repeats an earlier one in this file: 223 characters]

evidence_json:
  {"shape":"publish_gap","gapDays":119,"gapStart":"2026-01-11","gapEnd":"2026-05-10","medianGapDays":7,"ratioToMedian":17,"usedFallback":1,"videos":30,"windowDays":30}


snapshot_date: 2026-06-05
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Watch time is weaker on newer uploads
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This channel's newer 14 videos are averaging 31 seconds watched, versus 60 seconds across the earlier 13.

context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.19,"changeRatio":0.52,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-05
insight_key: cadence_characterization
insight_id: cadence_characterization
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: neutral
certainty: fact
title: About one release per week
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  Cadence on this channel has been roughly weekly: 30 videos with a median inter-publish gap of about 7 day(s).

context:
[cell repeats an earlier one in this file: 151 characters]

evidence_json:
  {"shape":"cadence_characterization","pattern":"weekly","medianGapDays":7,"sigmaGapDays":27.83,"streakDays":17,"videos":30}


snapshot_date: 2026-06-05
insight_key: engagement_ratio_outlier-0_4YYhl8dO0
insight_id: engagement_ratio_outlier-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: 0_4YYhl8dO0
direction: positive
certainty: trend
title: High likes-to-view ratio on I OPENED A DRIVE THRU! PT1
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 147 characters]

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"0_4YYhl8dO0","engagementRatio":0.0123,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":2.809,"dominantMetric":"likes","dominantPerView":0.0123,"dominantChannelPerView":0.0044,"videoTotalViews":81,"videoTotalLikes":1,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-05
insight_key: engagement_ratio_outlier-gTEPrm7TWpU
insight_id: engagement_ratio_outlier-gTEPrm7TWpU
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: gTEPrm7TWpU
direction: positive
certainty: trend
title: High likes-to-view ratio on NO LYING
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"gTEPrm7TWpU","engagementRatio":0.0117,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":2.666,"dominantMetric":"likes","dominantPerView":0.0052,"dominantChannelPerView":0.0044,"videoTotalViews":768,"videoTotalLikes":4,"videoTotalComments":5,"videoTotalShares":0}


snapshot_date: 2026-06-05
insight_key: weekly_trendline
insight_id: weekly_trendline
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: Weekly views trending up
body: Most recent 7-day window: 526 views. The 7 days starting 3 weeks before that: 155 views.
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":155,"newestWeekViews":526,"slopeViewsPerWeek":132.5,"relSlope":0.56,"patternLabel":"Weekly views trending up — newest week has 526 views vs 155 3 weeks ago"}


snapshot_date: 2026-06-05
insight_key: engagement_ratio_outlier-3uVXLL053R8
insight_id: engagement_ratio_outlier-3uVXLL053R8
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: 3uVXLL053R8
direction: positive
certainty: trend
title: High likes-to-view ratio on I STARTED A ABANDONED WATER PARK!
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  On I STARTED A ABANDONED WATER PARK!, combined engagement runs 2.6× the channel median (3 interactions on 267 views, 1.1%). 2 likes drove most of the lift.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"3uVXLL053R8","engagementRatio":0.0112,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":2.556,"dominantMetric":"likes","dominantPerView":0.0075,"dominantChannelPerView":0.0044,"videoTotalViews":267,"videoTotalLikes":2,"videoTotalComments":1,"videoTotalShares":0}


snapshot_date: 2026-06-05
insight_key: catalog_retention_tiers
insight_id: catalog_retention_tiers
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Two retention worlds in this catalog
generated_at: 2026-06-05T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  This channel's videos split on retention: the best quarter holds viewers about 13.3× as well as the weakest quarter (5615.0% vs 422.5%, across 19 videos). The catalog isn't one consistent thing — it's a strong group and a weak group.

context:
[cell repeats an earlier one in this file: 178 characters]

evidence_json:
  {"shape":"catalog_retention_tiers","pattern":"bimodal","topQuartileMean":56.15,"bottomQuartileMean":4.225,"ratio":13.29,"videos":19,"quartileSize":4}


snapshot_date: 2026-06-05
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? past its peak window
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 9.3 views/day around Day 23, down from 36.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":23,"recentAvgPerDay":9.33,"dropRatio":0.74,"patternLabel":"Recent 9.33 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-05
insight_key: iteration_intensity
insight_id: iteration_intensity
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: neutral
certainty: trend
title: Titles and thumbnails stay as published
body: 27 videos, zero post-publish edits on record — this channel sets a video live and leaves it.
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 182 characters]

evidence_json:
  {"shape":"iteration_intensity","level":"never","titleChanges":0,"thumbnailChanges":0,"totalChanges":0,"videos":27,"perVideoAvg":0}


snapshot_date: 2026-06-05
insight_key: catalog_traction
insight_id: catalog_traction
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: neutral
certainty: fact
title: 14 of 27 videos have found an audience
evidence_json: {"shape":"catalog_traction","below":13,"total":27,"threshold":100,"maturityStage":"sprouting"}
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  14 of this channel's 27 videos have crossed 100 views; the other 13 haven't yet. That's the shape of the catalog right now — a part that has landed and a part that's still quiet.

context:
[cell repeats an earlier one in this file: 188 characters]


snapshot_date: 2026-06-05
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: trend
title: Weekly view rate climbing faster
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was -119%/wk across the prior 4 weeks; it's +56%/wk across the most recent 4 (8 weeks of history).

context:
  Comparing two 4-week windows can reflect a recent video finding an audience, traffic surfaces turning on or off, or just noise — 8 weeks is a short enough baseline that the second-derivative reading can reverse quickly.

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":-119,"recentRelSlopePct":56,"priorMeanWeeklyViews":2771,"recentMeanWeeklyViews":236,"deltaRelSlopePct":175,"priorSlopeViewsPerWeek":-3293,"recentSlopeViewsPerWeek":132.5}


snapshot_date: 2026-06-05
insight_key: momentum_anomaly-KjL7WhexDeM
insight_id: momentum_anomaly-KjL7WhexDeM
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: negative
certainty: fact
title: Billie Eilish fans here! slowing below its usual pace
evidence_json: {"recentAvgPerDay":0.33,"expectedAvgPerDay":67.79,"ratio":0.005,"recentDays":3,"latestDay":27}
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! is averaging 0 views/day recently, vs 68 expected at this age on this channel — 0.0× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-05
insight_key: source_activation_order
insight_id: source_activation_order
detector_name: emerging_signal
insight_category: timing
subject_type: channel
direction: notable
certainty: trend
title: How discovery surfaces tend to activate here
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, new videos have typically picked up Browse on Day 6, Suggested on Day 0, and Search on Day 0 after publish. (3 sources, up to 9 videos per source.)

context:
[cell repeats an earlier one in this file: 213 characters]

evidence_json:
  {"shape":"source_activation_channel","sourcesJson":"{\"Suggested Videos\":{\"median\":0,\"p25\":0,\"p75\":3,\"sampleSize\":9},\"Browse / Homepage\":{\"median\":5.5,\"p25\":3,\"p75\":7.5,\"sampleSize\":8},\"YouTube Search\":{\"median\":0,\"p25\":0,\"p75\":0,\"sampleSize\":8}}","sourcesCovered":3,"totalSamples":25}


snapshot_date: 2026-06-05
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: signal
title: Post-peak window for I STARTED A TRUCK DEALERSHIP
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I STARTED A TRUCK DEALERSHIP have dropped from 12.3 at the peak (Day 1) to 5.7 around Day 24.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":24,"recentAvgPerDay":5.67,"dropRatio":0.54,"patternLabel":"Recent 5.67 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-05
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: CAN I PAY OFF THIS LOAN? past its peak window
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 11.7 views/day around Day 25, down from 27.7 views/day at its peak on Day 16.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":25,"recentAvgPerDay":11.67,"dropRatio":0.58,"patternLabel":"Recent 11.67 views/day, down from peak of 27.67/day on Day 16","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-05
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Who is the best Youtuber besides MrBeast? tapering off its peak
generated_at: 2026-06-05T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 23 → 18
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Who is the best Youtuber besides MrBeast? peaked at 752.0 views/day on Day 1; around Day 191 it's averaging 0.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":191,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-05
insight_key: momentum_anomaly-imCOLO-l9Xs
insight_id: momentum_anomaly-imCOLO-l9Xs
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: negative
certainty: fact
title: FIVE FINGER FANS HERE! averaging below the typical curve
evidence_json: {"recentAvgPerDay":2.67,"expectedAvgPerDay":18.33,"ratio":0.145,"recentDays":3,"latestDay":49}
generated_at: 2026-06-05T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  FIVE FINGER FANS HERE! is running 0.1× this channel's typical pace at its current age — 3 views/day recently, against an expected 18.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-05
insight_key: subscriber_trendline
insight_id: subscriber_trendline
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: negative
certainty: fact
title: Subscribers ticking down in the last window
generated_at: 2026-06-05T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 14 days, this channel averaged 0.00 subscribers/day — the prior 14-day window averaged 0.21/day. Running total: 15.

context:
  Changes in subscriber pace typically follow a recent video finding an audience, or older videos aging into a new traffic surface. The traffic detail page can help narrow which.

evidence_json:
  {"windowDays":14,"recentAvgPerDay":0,"priorAvgPerDay":0.21,"delta":-0.21,"currentSubs":15,"patternLabel":"Subscriber gain running lower recently — 0 / day vs 0.21 in the prior 14 days"}


snapshot_date: 2026-06-05
insight_key: shape:channel
insight_id: shape-2026-06-05
detector_name: channel_shape
insight_category: shape
subject_type: channel
direction: neutral
certainty: signal
title: Channel shape
generated_at: 2026-06-05T00:00:00Z
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"concentration":"hit-driven","traction":{"below":13,"total":27,"threshold":100},"cadence":"weekly","iterationIntensity":"never"}


snapshot_date: 2026-06-06
insight_key: video_window_trend-first-day7_views-2026-06-06
insight_id: video_window_trend-first-day7_views-2026-06-06
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: trend
title: Recent videos averaging 100% more first-week views
body: The last 5 videos averaged 124 first-week views; the channel's first 5 videos averaged 62.
generated_at: 2026-06-06T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day7_views","mode":"first","current":124,"baseline":62,"relDeltaPct":100,"currentN":5,"baselineN":5}


snapshot_date: 2026-06-06
insight_key: relative_outlier-3uVXLL053R8-subsConversion
insight_id: relative_outlier-3uVXLL053R8-subsConversion
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: 3uVXLL053R8
direction: positive
certainty: fact
title: #1 on subscriber conversion — I STARTED A ABANDONED WATER PARK!
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 15 videos on this channel, I STARTED A ABANDONED WATER PARK! sits at #1 on subscriber conversion. 5 videos sit that far from the usual on subscriber conversion; this is the furthest.

evidence_json:
  {"metric":"subsConversion","value":11.24,"mean":0.21,"zScore":35.43,"rank":1,"totalVideos":15,"ratioToMean":53.52,"outliersInMetric":5}


snapshot_date: 2026-06-06
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: views per day ranking for This was a close call!#americantrucksimulator #ats: #1
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's views per day ranking, This was a close call!#americantrucksimulator #ats holds position #1 of 15. 3 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":398.0833,"mean":59.8889,"zScore":4.22,"rank":1,"totalVideos":15,"ratioToMean":6.65,"outliersInMetric":3}


snapshot_date: 2026-06-06
insight_key: channel_window_trend-prev-views-2026-06-06
insight_id: channel_window_trend-prev-views-2026-06-06
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Views a day: 72 lately vs 38
body: Recent 7-day average: 72 views a day. The prior 7 days: 38.
generated_at: 2026-06-06T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"channel_window_trend","metric":"views","mode":"prev","current":72.43,"baseline":38.43,"relDeltaPct":88,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-06-06
insight_key: source_mix_inversion-2026-06-06
insight_id: source_mix_inversion-2026-06-06
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Channel-wide top source switched
generated_at: 2026-06-06T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Shorts Feed (73%) leads the trailing 7-day mix; the prior 7 days were led by Suggested Videos (88%).

context:
  Top-source flips week-over-week often reflect one video catching a surface or a quieter week on the previous leader. The mix usually settles within a couple of weeks.

evidence_json:
  {"shape":"source_mix_inversion","recentSource":"Shorts Feed","priorSource":"Suggested Videos","recentSharePct":73,"priorSharePct":88,"recentWindowFrom":"2026-05-31","recentWindowTo":"2026-06-06","priorWindowFrom":"2026-05-24","priorWindowTo":"2026-05-30"}


snapshot_date: 2026-06-06
insight_key: first_milestone-500-cleared
insight_id: first_milestone-500-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 500 views: cleared by 7 videos
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across a catalogue of 27, 7 videos sit at or above 500 views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":500,"videosAboveTier":7,"totalVideos":27,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-06
insight_key: first_milestone-1000-cleared
insight_id: first_milestone-1000-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 1.0K views: cleared by 5 videos
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across a catalogue of 27, 5 videos sit at or above 1.0K views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":1000,"videosAboveTier":5,"totalVideos":27,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-06
insight_key: momentum_anomaly-eju1Rb5gc7U
insight_id: momentum_anomaly-eju1Rb5gc7U
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: fact
title: CAN I PAY OFF THIS LOAN? at 5.1× the typical rate
evidence_json: {"recentAvgPerDay":11.67,"expectedAvgPerDay":2.27,"ratio":5.146,"recentDays":3,"latestDay":25}
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for CAN I PAY OFF THIS LOAN?: 12. Expected at this age on this channel: 2. That puts it at 5.1× typical.

context:
[cell repeats an earlier one in this file: 154 characters]


snapshot_date: 2026-06-06
insight_key: video_window_trend-prev-day7_views-2026-06-06
insight_id: video_window_trend-prev-day7_views-2026-06-06
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: trend
title: First-week views running lower across recent videos
body: Across the last 5 videos, first-week views averaged 124 — the 5 before them averaged 365.
generated_at: 2026-06-06T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day7_views","mode":"prev","current":124,"baseline":365,"relDeltaPct":-66,"currentN":5,"baselineN":4}


snapshot_date: 2026-06-06
insight_key: shorts_feed_cliff-2026-06-06
insight_id: shorts_feed_cliff-2026-06-06
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Shorts Feed ran 99% lower on Jun 6, 2026
body: On Jun 6, 2026, the Shorts Feed delivered 3 channel-wide views — 99% below the prior day's 368.
evidence_json: {"shape":"shorts_feed_cliff","date":"2026-06-06","todayViews":3,"priorViews":368,"dropPct":99}
generated_at: 2026-06-06T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
context:
  The Shorts Feed reports views but no impressions, so this reads views alone. Day-to-day swings on that surface are common and tend to settle within a few days; a drop is rarely tied to one video.


snapshot_date: 2026-06-06
insight_key: momentum_anomaly-KjL7WhexDeM
insight_id: momentum_anomaly-KjL7WhexDeM
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: negative
certainty: fact
title: Billie Eilish fans here! slowing below its usual pace
evidence_json: {"recentAvgPerDay":0.5,"expectedAvgPerDay":528.12,"ratio":0.001,"recentDays":2,"latestDay":171}
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 25 → 80
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! is averaging 1 views/day recently, vs 528 expected at this age on this channel — 0.0× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-06
insight_key: first_milestone-250-cleared
insight_id: first_milestone-250-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 250 views: cleared by 10 videos
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across a catalogue of 27, 10 videos sit at or above 250 views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":250,"videosAboveTier":10,"totalVideos":27,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-06
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Views/day split by length on this channel
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  16 shorter (under 5 min) videos averaged 41.9 views/day (median); 10 longer (15+ min) videos averaged 2.8.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":41.88,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":2.78,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 41.88 views/day; the 10 longer (15+ min) videos get 2.78."}


snapshot_date: 2026-06-06
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Top video carried last week's mass
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  In the last week, Comment your map suggestions below! accounted for 76% of channel views; the top three together accounted for 93%.

context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"G8RciT3IC9s","topVideoShare7d":0.76,"top3VideoShare7d":0.93,"asOf":"2026-06-06","videosCounted":18}


snapshot_date: 2026-06-06
insight_key: engagement_ratio_outlier-0ME3aXfNvKU
insight_id: engagement_ratio_outlier-0ME3aXfNvKU
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! drew engagement 16.3× the channel median
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! gathered 1 combined likes, comments, and shares on 14 views (7.1%) — about 16.3× this channel's median engagement rate, led by 1 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"0ME3aXfNvKU","engagementRatio":0.0714,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":16.25,"dominantMetric":"likes","dominantPerView":0.0714,"dominantChannelPerView":0.0044,"videoTotalViews":14,"videoTotalLikes":1,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-06
insight_key: first_milestone-100-cleared
insight_id: first_milestone-100-cleared
detector_name: first_milestone
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: 100 views: cleared by 14 videos
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across a catalogue of 27, 14 videos sit at or above 100 views. The furthest along is This was a close call!#americantrucksimulator #ats, at 9.6K.

context:
[cell repeats an earlier one in this file: 140 characters]

evidence_json:
  {"milestone":100,"videosAboveTier":14,"totalVideos":27,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-06-06
insight_key: relative_outlier-G8RciT3IC9s-retention
insight_id: relative_outlier-G8RciT3IC9s-retention
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: #1 on watch-through rate — Comment your map suggestions below!
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 78 → 60
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 15 videos on this channel, Comment your map suggestions below! sits at #1 on watch-through rate.

evidence_json:
  {"metric":"retention","value":70.1,"mean":23.6,"zScore":1.82,"rank":1,"totalVideos":15,"ratioToMean":2.97,"outliersInMetric":1}


snapshot_date: 2026-06-06
insight_key: quiet_inventory-2026-06-06
insight_id: quiet_inventory-2026-06-06
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 17 of 27 videos
body: Across the past seven days, 17 of 27 public videos on this channel did not pick up any views.
generated_at: 2026-06-06T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":17,"videosTotal":27,"pctQuiet":0.6296,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-06"}


snapshot_date: 2026-06-06
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carries most of the views
body: One video holds 48% of this channel's lifetime views (9.6K of 19.8K across 18 videos).
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19809,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-06
insight_key: publish_gap
insight_id: publish_gap
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: signal
title: Publishing paused for 119 days
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  Public releases went 119 days between publishes before May 10, 2026, compared with this channel's typical 7-day rhythm (17×).

context:
[cell repeats an earlier one in this file: 223 characters]

evidence_json:
  {"shape":"publish_gap","gapDays":119,"gapStart":"2026-01-11","gapEnd":"2026-05-10","medianGapDays":7,"ratioToMedian":17,"usedFallback":1,"videos":30,"windowDays":30}


snapshot_date: 2026-06-06
insight_key: relative_outlier-G8RciT3IC9s-engagement
insight_id: relative_outlier-G8RciT3IC9s-engagement
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: #1 on interaction rate — Comment your map suggestions below!
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 66 → 49
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 15 videos on this channel, Comment your map suggestions below! sits at #1 on interaction rate.

evidence_json:
  {"metric":"engagement","value":0.0157,"mean":0.0048,"zScore":1.53,"rank":1,"totalVideos":15,"ratioToMean":3.27,"outliersInMetric":1}


snapshot_date: 2026-06-06
insight_key: engagement_ratio_outlier-G8RciT3IC9s
insight_id: engagement_ratio_outlier-G8RciT3IC9s
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! drew engagement 3.6× the channel median
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 63 → 48
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! gathered 6 combined likes, comments, and shares on 383 views (1.6%) — about 3.6× this channel's median engagement rate, led by 6 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"G8RciT3IC9s","engagementRatio":0.0157,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":3.564,"dominantMetric":"likes","dominantPerView":0.0157,"dominantChannelPerView":0.0044,"videoTotalViews":383,"videoTotalLikes":6,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-06
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are losing viewers sooner
body: The earlier 13 videos here averaged 60 seconds watched; the newer 14 are averaging 31.
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.14,"changeRatio":0.52,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-06
insight_key: engagement_ratio_outlier-gTEPrm7TWpU
insight_id: engagement_ratio_outlier-gTEPrm7TWpU
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: gTEPrm7TWpU
direction: positive
certainty: trend
title: NO LYING drew engagement 2.7× the channel median
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  NO LYING gathered 9 combined likes, comments, and shares on 769 views (1.2%) — about 2.7× this channel's median engagement rate, led by 4 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"gTEPrm7TWpU","engagementRatio":0.0117,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":2.663,"dominantMetric":"likes","dominantPerView":0.0052,"dominantChannelPerView":0.0044,"videoTotalViews":769,"videoTotalLikes":4,"videoTotalComments":5,"videoTotalShares":0}


snapshot_date: 2026-06-06
insight_key: engagement_ratio_outlier-3uVXLL053R8
insight_id: engagement_ratio_outlier-3uVXLL053R8
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: 3uVXLL053R8
direction: positive
certainty: trend
title: I STARTED A ABANDONED WATER PARK! drew engagement 2.6× the channel median
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A ABANDONED WATER PARK! gathered 3 combined likes, comments, and shares on 267 views (1.1%) — about 2.6× this channel's median engagement rate, led by 2 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"3uVXLL053R8","engagementRatio":0.0112,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":2.556,"dominantMetric":"likes","dominantPerView":0.0075,"dominantChannelPerView":0.0044,"videoTotalViews":267,"videoTotalLikes":2,"videoTotalComments":1,"videoTotalShares":0}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? past its peak window
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 5.3 views/day around Day 25, down from 36.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":25,"recentAvgPerDay":5.33,"dropRatio":0.85,"patternLabel":"Recent 5.33 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-06
insight_key: iteration_intensity
insight_id: iteration_intensity
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: neutral
certainty: trend
title: This channel publishes and moves on
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across 27 videos, not a single title or thumbnail has been changed after publish. Whatever goes up stays as it was.

context:
[cell repeats an earlier one in this file: 182 characters]

evidence_json:
  {"shape":"iteration_intensity","level":"never","titleChanges":0,"thumbnailChanges":0,"totalChanges":0,"videos":27,"perVideoAvg":0}


snapshot_date: 2026-06-06
insight_key: catalog_traction
insight_id: catalog_traction
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: neutral
certainty: fact
title: 13 of 27 videos still under 100 views
evidence_json: {"shape":"catalog_traction","below":13,"total":27,"threshold":100,"maturityStage":"sprouting"}
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  13 of this channel's 27 videos remain under 100 views so far, while 14 have crossed it — a working core and a quieter tail.

context:
[cell repeats an earlier one in this file: 188 characters]


snapshot_date: 2026-06-06
insight_key: weekly_trendline
insight_id: weekly_trendline
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: Weekly views trending up
body: Most recent 7-day window: 507 views. The 7 days starting 3 weeks before that: 154 views.
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 39 → 29
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":154,"newestWeekViews":507,"slopeViewsPerWeek":130.2,"relSlope":0.54,"patternLabel":"Weekly views trending up — newest week has 507 views vs 154 3 weeks ago"}


snapshot_date: 2026-06-06
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: trend
title: Weekly view rate climbing faster
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was -119%/wk across the prior 4 weeks; it's +54%/wk across the most recent 4 (8 weeks of history).

context:
[cell repeats an earlier one in this file: 219 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":-119,"recentRelSlopePct":54,"priorMeanWeeklyViews":2770,"recentMeanWeeklyViews":239,"deltaRelSlopePct":173,"priorSlopeViewsPerWeek":-3294.9,"recentSlopeViewsPerWeek":130.2}


snapshot_date: 2026-06-06
insight_key: catalog_retention_tiers
insight_id: catalog_retention_tiers
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Retention is uneven across the catalog
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across 19 videos, the top quarter holds viewers at 5597.5% against 422.5% for the bottom quarter — roughly 13.2× apart, a real gap between the videos that keep viewers and the ones that lose them early.

context:
[cell repeats an earlier one in this file: 178 characters]

evidence_json:
  {"shape":"catalog_retention_tiers","pattern":"bimodal","topQuartileMean":55.975,"bottomQuartileMean":4.225,"ratio":13.249,"videos":19,"quartileSize":4}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Why I cant be a truck driver PT: 2 past its peak window
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Why I cant be a truck driver PT: 2 is averaging 0.7 views/day around Day 150, down from 478.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":150,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Billie Eilish fans here! past its peak window
generated_at: 2026-06-06T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! is averaging 1.0 views/day around Day 171, down from 590.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":171,"recentAvgPerDay":1,"dropRatio":1,"patternLabel":"Recent 1 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-06
insight_key: source_activation_order-eju1Rb5gc7U
insight_id: source_activation_order-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: Browse's first activity on CAN I PAY OFF THIS LOAN? on Day 14
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Browse first activated on CAN I PAY OFF THIS LOAN? on Day 14, slower than the channel's usual Day 3–7 band across 9 videos.

context:
[cell repeats an earlier one in this file: 217 characters]

evidence_json:
  {"shape":"source_activation_video","videoId":"eju1Rb5gc7U","source":"Browse / Homepage","pattern":"late","daysToActivation":14,"activationDate":"2026-05-24","channelP25":3,"channelP75":7,"channelMedian":5,"sourceSampleSize":9}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-early_burst-ZlI4-KgneH0
insight_id: lifecycle_phase-early_burst-ZlI4-KgneH0
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: ZlI4-KgneH0
direction: neutral
certainty: trend
title: This video's arc
body: Most of Wish my channel made this lol.'s views came in the first two days — 94% of the total.
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.94,"latePct":0.06,"totalViews":195,"daysTracked":9,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-early_burst-imCOLO-l9Xs
insight_id: lifecycle_phase-early_burst-imCOLO-l9Xs
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: imCOLO-l9Xs
direction: neutral
certainty: trend
title: This video's arc
body: 98% of FIVE FINGER FANS HERE!'s views arrived in the first two days — a front-loaded pattern.
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.98,"latePct":0.02,"totalViews":539,"daysTracked":9,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 past its peak window
generated_at: 2026-06-06T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 is averaging 0.3 views/day around Day 187, down from 10.3 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":187,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Post-peak window for Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Don’t check the sound! 🥶🥶😱😱😨😨 have dropped from 534.7 at the peak (Day 1) to 0.7 around Day 193.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":193,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 534.67/day on Day 1","kind":"state"}


snapshot_date: 2026-06-06
insight_key: source_activation_order
insight_id: source_activation_order
detector_name: emerging_signal
insight_category: timing
subject_type: channel
direction: notable
certainty: trend
title: When YouTube's surfaces tend to find new videos here
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across this channel's catalog, Browse on Day 5, Suggested on Day 0, and Search on Day 0 is the typical timing after publish. Measured over up to 9 videos per source.

context:
[cell repeats an earlier one in this file: 213 characters]

evidence_json:
  {"shape":"source_activation_channel","sourcesJson":"{\"Suggested Videos\":{\"median\":0,\"p25\":0,\"p75\":3,\"sampleSize\":9},\"Browse / Homepage\":{\"median\":5,\"p25\":3,\"p75\":7,\"sampleSize\":9},\"YouTube Search\":{\"median\":0,\"p25\":0,\"p75\":0,\"sampleSize\":8}}","sourcesCovered":3,"totalSamples":26}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-early_burst-FGzY0KtdrZ8
insight_id: lifecycle_phase-early_burst-FGzY0KtdrZ8
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: FGzY0KtdrZ8
direction: neutral
certainty: trend
title: This video's arc
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 106 characters]

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.97,"latePct":0.03,"totalViews":191,"daysTracked":8,"patternLabel":"Early burst — most views came in the first 2 days","tierShiftQuartiles":-1,"tierShiftFirstTier":"upper half","tierShiftLastTier":"lower half","kind":"state"}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: signal
title: I STARTED A TRUCK DEALERSHIP past its peak window
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP is averaging 5.7 views/day around Day 24, down from 12.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":24,"recentAvgPerDay":5.67,"dropRatio":0.54,"patternLabel":"Recent 5.67 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Who is the best Youtuber besides MrBeast? tapering off its peak
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Who is the best Youtuber besides MrBeast? peaked at 752.0 views/day on Day 1; around Day 193 it's averaging 0.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":193,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-06
insight_key: lifecycle_phase-early_burst-gTEPrm7TWpU
insight_id: lifecycle_phase-early_burst-gTEPrm7TWpU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: gTEPrm7TWpU
direction: neutral
certainty: trend
title: This video's arc
body: Most of NO LYING's views came in the first two days — 100% of the total.
generated_at: 2026-06-06T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":1,"latePct":0,"totalViews":769,"daysTracked":6,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-07
insight_key: channel_window_trend-prev-views-2026-06-07
insight_id: channel_window_trend-prev-views-2026-06-07
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Daily views ran higher week to week
body: Across the last 7 days the channel averaged 69 views a day, against 34 for the 7 days before.
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"channel_window_trend","metric":"views","mode":"prev","current":69.43,"baseline":34,"relDeltaPct":104,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-06-07
insight_key: video_window_trend-first-day7_views-2026-06-07
insight_id: video_window_trend-first-day7_views-2026-06-07
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: trend
title: Recent videos averaging 100% more first-week views
body: The last 5 videos averaged 124 first-week views; the channel's first 5 videos averaged 62.
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day7_views","mode":"first","current":124.2,"baseline":62,"relDeltaPct":100,"currentN":5,"baselineN":5}


snapshot_date: 2026-06-07
insight_key: relative_outlier-3uVXLL053R8-subsConversion
insight_id: relative_outlier-3uVXLL053R8-subsConversion
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: 3uVXLL053R8
direction: positive
certainty: fact
title: subscriber conversion ranking for I STARTED A ABANDONED WATER PARK!: #1
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's subscriber conversion ranking, I STARTED A ABANDONED WATER PARK! holds position #1 of 15. 5 videos sit that far from the usual on subscriber conversion; this is the furthest.

evidence_json:
  {"metric":"subsConversion","value":11.24,"mean":0.21,"zScore":35.43,"rank":1,"totalVideos":15,"ratioToMean":53.52,"outliersInMetric":5}


snapshot_date: 2026-06-07
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: #1 on views per day — This was a close call!#americantrucksimulator #ats
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 15 videos on this channel, This was a close call!#americantrucksimulator #ats sits at #1 on views per day. 2 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":398.0833,"mean":59.8889,"zScore":4.22,"rank":1,"totalVideos":15,"ratioToMean":6.65,"outliersInMetric":2}


snapshot_date: 2026-06-07
insight_key: source_mix_inversion-2026-06-07
insight_id: source_mix_inversion-2026-06-07
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Top source flipped: Suggested Videos → Shorts Feed
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 7 days, Shorts Feed carried 76% of views; the prior 7-day window was led by Suggested Videos at 88%.

context:
  Top-source flips week-over-week often reflect one video catching a surface or a quieter week on the previous leader. The mix usually settles within a couple of weeks.

evidence_json:
  {"shape":"source_mix_inversion","recentSource":"Shorts Feed","priorSource":"Suggested Videos","recentSharePct":76,"priorSharePct":88,"recentWindowFrom":"2026-06-01","recentWindowTo":"2026-06-07","priorWindowFrom":"2026-05-25","priorWindowTo":"2026-05-31"}


snapshot_date: 2026-06-07
insight_key: momentum_anomaly-eju1Rb5gc7U
insight_id: momentum_anomaly-eju1Rb5gc7U
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: fact
title: CAN I PAY OFF THIS LOAN? running 5.1× expected
evidence_json: {"recentAvgPerDay":11.67,"expectedAvgPerDay":2.27,"ratio":5.146,"recentDays":3,"latestDay":25}
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 12 views/day recently, vs 2 expected at this age on this channel — 5.1× the typical rate.

context:
[cell repeats an earlier one in this file: 154 characters]


snapshot_date: 2026-06-07
insight_key: momentum_anomaly-pn2r7K_BnVk
insight_id: momentum_anomaly-pn2r7K_BnVk
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: negative
certainty: fact
title: CAN BEAM NG AI ESCAPE ME? slowing below its usual pace
evidence_json: {"recentAvgPerDay":1,"expectedAvgPerDay":17.25,"ratio":0.058,"recentDays":3,"latestDay":26}
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 1 views/day recently, vs 17 expected at this age on this channel — 0.1× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-07
insight_key: video_window_trend-prev-day7_views-2026-06-07
insight_id: video_window_trend-prev-day7_views-2026-06-07
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: trend
title: Recent videos averaging 66% fewer first-week views
body: The last 5 videos averaged 124 first-week views; the 5 before them averaged 365.
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day7_views","mode":"prev","current":124.2,"baseline":365,"relDeltaPct":-66,"currentN":5,"baselineN":4}


snapshot_date: 2026-06-07
insight_key: momentum_anomaly-G3X-t3NKOSE
insight_id: momentum_anomaly-G3X-t3NKOSE
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: positive
certainty: fact
title: I STARTED A TRUCK DEALERSHIP running 2.5× expected
evidence_json: {"recentAvgPerDay":5.67,"expectedAvgPerDay":2.31,"ratio":2.456,"recentDays":3,"latestDay":24}
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP is averaging 6 views/day recently, vs 2 expected at this age on this channel — 2.5× the typical rate.

context:
[cell repeats an earlier one in this file: 154 characters]


snapshot_date: 2026-06-07
insight_key: late_life_avd_jump-eju1Rb5gc7U-2026-06-07
insight_id: late_life_avd_jump-eju1Rb5gc7U-2026-06-07
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: fact
title: Late-phase watch-time lift on CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On CAN I PAY OFF THIS LOAN?, the trailing 7-day avg view duration read 118s versus the prior 7 days' 86s — a 38% step 28 days past publish.

context:
  Watch-time shifts late in a video's life typically reflect a different slice of viewers reaching the video — packaging, length, and content are constant. Often resolves as the surface mix settles back.

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"eju1Rb5gc7U","ageDays":28,"recentAvdSec":118,"priorAvdSec":86,"relDeltaPct":38,"recentViews":66,"priorViews":155}


snapshot_date: 2026-06-07
insight_key: traffic_source_shift-pn2r7K_BnVk-Suggested_Videos
insight_id: traffic_source_shift-pn2r7K_BnVk-Suggested_Videos
detector_name: traffic_source_shift
insight_category: traffic_shift
subject_type: video
subject_id: pn2r7K_BnVk
direction: negative
certainty: fact
title: Suggested Videos share shifted on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  For CAN BEAM NG AI ESCAPE ME?, traffic from Suggested Videos moved from 93% to 88% of views (-5.5 points).

context:
[cell repeats an earlier one in this file: 143 characters]

evidence_json:
  {"source":"Suggested Videos","olderPct":0.9338,"recentPct":0.8791,"ppChange":-5.47,"olderViews":141,"recentViews":80}


snapshot_date: 2026-06-07
insight_key: momentum_anomaly-KjL7WhexDeM
insight_id: momentum_anomaly-KjL7WhexDeM
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: negative
certainty: fact
title: Billie Eilish fans here! averaging below the typical curve
evidence_json: {"recentAvgPerDay":0.5,"expectedAvgPerDay":528.12,"ratio":0.001,"recentDays":2,"latestDay":171}
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! is running 0.0× this channel's typical pace at its current age — 1 views/day recently, against an expected 528.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-07
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Comment your map suggestions below! held 79% of the past week
body: Across the past week of channel views, Comment your map suggestions below! accounted for 79%.
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"G8RciT3IC9s","topVideoShare7d":0.79,"top3VideoShare7d":0.94,"asOf":"2026-06-07","videosCounted":18}


snapshot_date: 2026-06-07
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos getting more views/day
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  The 16 shorter (under 5 min) videos on this channel average 41.9 views/day (median). The 10 longer (15+ min) videos average 2.8.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":41.88,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":2.78,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 41.88 views/day; the 10 longer (15+ min) videos get 2.78."}


snapshot_date: 2026-06-07
insight_key: relative_outlier-G8RciT3IC9s-retention
insight_id: relative_outlier-G8RciT3IC9s-retention
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: Comment your map suggestions below! ranks #1 on watch-through rate
body: Comment your map suggestions below! ranks #1 of 15 on this channel for watch-through rate.
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"metric":"retention","value":69.9,"mean":23.6,"zScore":1.82,"rank":1,"totalVideos":15,"ratioToMean":2.96,"outliersInMetric":1}


snapshot_date: 2026-06-07
insight_key: quiet_inventory-2026-06-07
insight_id: quiet_inventory-2026-06-07
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 17 of 27 videos
body: On this channel, 17 of 27 public videos went the last week without a single view.
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":17,"videosTotal":27,"pctQuiet":0.6296,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-07"}


snapshot_date: 2026-06-07
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Hit-driven shape on this channel
body: 48% of the lifetime views here come from a single video — 9.6K out of 19.8K across 18 videos.
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19811,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-07
insight_key: relative_outlier-G8RciT3IC9s-engagement
insight_id: relative_outlier-G8RciT3IC9s-engagement
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: interaction rate ranking for Comment your map suggestions below!: #1
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's interaction rate ranking, Comment your map suggestions below! holds position #1 of 15.

evidence_json:
  {"metric":"engagement","value":0.0156,"mean":0.0048,"zScore":1.52,"rank":1,"totalVideos":15,"ratioToMean":3.25,"outliersInMetric":1}


snapshot_date: 2026-06-07
insight_key: engagement_ratio_outlier-G8RciT3IC9s
insight_id: engagement_ratio_outlier-G8RciT3IC9s
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: High likes-to-view ratio on Comment your map suggestions below!
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Comment your map suggestions below!, combined engagement runs 3.6× the channel median (6 interactions on 384 views, 1.6%). 6 likes drove most of the lift.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"G8RciT3IC9s","engagementRatio":0.0156,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":3.555,"dominantMetric":"likes","dominantPerView":0.0156,"dominantChannelPerView":0.0044,"videoTotalViews":384,"videoTotalLikes":6,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-07
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are holding attention for less time
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 13 videos on this channel, average view duration was 60 seconds. Across the newer 14, it is 31 seconds.

context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.12,"changeRatio":0.52,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-07
insight_key: engagement_ratio_outlier-gTEPrm7TWpU
insight_id: engagement_ratio_outlier-gTEPrm7TWpU
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: gTEPrm7TWpU
direction: positive
certainty: trend
title: High likes-to-view ratio on NO LYING
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  On NO LYING, combined engagement runs 2.7× the channel median (9 interactions on 769 views, 1.2%). 4 likes drove most of the lift.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"gTEPrm7TWpU","engagementRatio":0.0117,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":2.663,"dominantMetric":"likes","dominantPerView":0.0052,"dominantChannelPerView":0.0044,"videoTotalViews":769,"videoTotalLikes":4,"videoTotalComments":5,"videoTotalShares":0}


snapshot_date: 2026-06-07
insight_key: catalog_retention_tiers
insight_id: catalog_retention_tiers
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Two retention worlds in this catalog
generated_at: 2026-06-07T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  This channel's videos split on retention: the best quarter holds viewers about 13.2× as well as the weakest quarter (5592.5% vs 422.5%, across 19 videos). The catalog isn't one consistent thing — it's a strong group and a weak group.

context:
[cell repeats an earlier one in this file: 178 characters]

evidence_json:
  {"shape":"catalog_retention_tiers","pattern":"bimodal","topQuartileMean":55.925,"bottomQuartileMean":4.225,"ratio":13.237,"videos":19,"quartileSize":4}


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? tapering off its peak
generated_at: 2026-06-07T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? peaked at 36.3 views/day on Day 1; around Day 26 it's averaging 1.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":26,"recentAvgPerDay":1,"dropRatio":0.97,"patternLabel":"Recent 1 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-07
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: trend
title: Recent 4 weeks pulling ahead of the prior 4
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the most recent 4 weeks, weekly views ran at +48%/wk relative slope; the 4 weeks before that ran at -119%/wk. 8 weekly buckets of history.

context:
[cell repeats an earlier one in this file: 206 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":-119,"recentRelSlopePct":48,"priorMeanWeeklyViews":2770,"recentMeanWeeklyViews":239,"deltaRelSlopePct":167,"priorSlopeViewsPerWeek":-3296.8,"recentSlopeViewsPerWeek":115}


snapshot_date: 2026-06-07
insight_key: weekly_trendline
insight_id: weekly_trendline
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: Weekly views up vs the earlier window
body: Last 7 days: 486 views; the 7-day window 3 weeks back: 157 views.
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":157,"newestWeekViews":486,"slopeViewsPerWeek":115,"relSlope":0.48,"patternLabel":"Weekly views trending up — newest week has 486 views vs 157 3 weeks ago"}


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-decline-pVHLTbhPQ98
insight_id: lifecycle_phase-decline-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pVHLTbhPQ98
direction: neutral
certainty: signal
title: Post-peak window for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! have dropped from 6.0 at the peak (Day 7) to 1.3 around Day 228.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
[cell repeats an earlier one in this file: 193 characters]


snapshot_date: 2026-06-07
insight_key: source_activation_order-eju1Rb5gc7U
insight_id: source_activation_order-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: Browse activated late on CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Browse began surfacing CAN I PAY OFF THIS LOAN? on Day 14, past the typical Day 3–7 band measured across 9 videos on this channel.

context:
[cell repeats an earlier one in this file: 217 characters]

evidence_json:
  {"shape":"source_activation_video","videoId":"eju1Rb5gc7U","source":"Browse / Homepage","pattern":"late","daysToActivation":14,"activationDate":"2026-05-24","channelP25":3,"channelP75":7,"channelMedian":5,"sourceSampleSize":9}


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Post-peak window for Why I cant be a truck driver PT: 2
generated_at: 2026-06-07T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Why I cant be a truck driver PT: 2 have dropped from 478.3 at the peak (Day 1) to 0.3 around Day 151.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":151,"recentAvgPerDay":0.33,"dropRatio":1,"patternLabel":"Recent 0.33 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Don’t check the sound! 🥶🥶😱😱😨😨 past its peak window
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Don’t check the sound! 🥶🥶😱😱😨😨 is averaging 0.7 views/day around Day 193, down from 534.7 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":193,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 534.67/day on Day 1","kind":"state"}


snapshot_date: 2026-06-07
insight_key: source_activation_order
insight_id: source_activation_order
detector_name: emerging_signal
insight_category: timing
subject_type: channel
direction: notable
certainty: trend
title: Typical activation timing across discovery surfaces
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  New videos on this channel have usually seen Browse on Day 5, Suggested on Day 0, and Search on Day 0. Measured across up to 9 videos per source.

context:
[cell repeats an earlier one in this file: 213 characters]

evidence_json:
  {"shape":"source_activation_channel","sourcesJson":"{\"Suggested Videos\":{\"median\":0,\"p25\":0,\"p75\":3,\"sampleSize\":9},\"Browse / Homepage\":{\"median\":5,\"p25\":3,\"p75\":7,\"sampleSize\":9},\"YouTube Search\":{\"median\":0,\"p25\":0,\"p75\":0,\"sampleSize\":8}}","sourcesCovered":3,"totalSamples":26}


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Billie Eilish fans here! tapering off its peak
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! peaked at 590.3 views/day on Day 1; around Day 171 it's averaging 1.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":171,"recentAvgPerDay":1,"dropRatio":1,"patternLabel":"Recent 1 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Who is the best Youtuber besides MrBeast? past its peak window
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Who is the best Youtuber besides MrBeast? is averaging 0.7 views/day around Day 193, down from 752.0 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":193,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: CAN I PAY OFF THIS LOAN? tapering off its peak
generated_at: 2026-06-07T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? peaked at 27.7 views/day on Day 16; around Day 25 it's averaging 11.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
[cell repeats an earlier one in this file: 294 characters]


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 tapering off its peak
generated_at: 2026-06-07T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 23 → 18
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 peaked at 10.3 views/day on Day 7; around Day 187 it's averaging 0.3 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":187,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-07
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: signal
title: This video's arc
generated_at: 2026-06-07T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! had a front-loaded view distribution: 100% of views arrived in the first two days.

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":1,"latePct":0,"totalViews":384,"daysTracked":3,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-08
insight_key: momentum_anomaly-eju1Rb5gc7U
insight_id: momentum_anomaly-eju1Rb5gc7U
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: fact
title: CAN I PAY OFF THIS LOAN? at 7.5× the typical rate
evidence_json: {"recentAvgPerDay":9,"expectedAvgPerDay":1.19,"ratio":7.532,"recentDays":3,"latestDay":29}
generated_at: 2026-06-08T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for CAN I PAY OFF THIS LOAN?: 9. Expected at this age on this channel: 1. That puts it at 7.5× typical.

context:
[cell repeats an earlier one in this file: 154 characters]


snapshot_date: 2026-06-08
insight_key: channel_window_trend-prev-views-2026-06-08
insight_id: channel_window_trend-prev-views-2026-06-08
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: 135% more views a day over the last week
body: The last 7 days averaged 69 views a day; the 7 days before averaged 29.
generated_at: 2026-06-08T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"channel_window_trend","metric":"views","mode":"prev","current":68.57,"baseline":29.14,"relDeltaPct":135,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-06-08
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: views per day ranking for This was a close call!#americantrucksimulator #ats: #1
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's views per day ranking, This was a close call!#americantrucksimulator #ats holds position #1 of 15. 2 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":398.0833,"mean":59.8889,"zScore":4.22,"rank":1,"totalVideos":15,"ratioToMean":6.65,"outliersInMetric":2}


snapshot_date: 2026-06-08
insight_key: source_mix_inversion-2026-06-08
insight_id: source_mix_inversion-2026-06-08
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Top source flipped: Suggested Videos → Shorts Feed
generated_at: 2026-06-08T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 7 days, Shorts Feed carried 77% of views; the prior 7-day window was led by Suggested Videos at 88%.

context:
[cell repeats an earlier one in this file: 166 characters]

evidence_json:
  {"shape":"source_mix_inversion","recentSource":"Shorts Feed","priorSource":"Suggested Videos","recentSharePct":77,"priorSharePct":88,"recentWindowFrom":"2026-06-02","recentWindowTo":"2026-06-08","priorWindowFrom":"2026-05-26","priorWindowTo":"2026-06-01"}


snapshot_date: 2026-06-08
insight_key: late_life_avd_jump-G3X-t3NKOSE-2026-06-08
insight_id: late_life_avd_jump-G3X-t3NKOSE-2026-06-08
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G3X-t3NKOSE
direction: notable
certainty: signal
title: I STARTED A TRUCK DEALERSHIP: watch time stepped up late
generated_at: 2026-06-08T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP, 28 days past publish, saw its trailing 7-day avg view duration land at 74s — up from 48s the prior 7 days, a 54% lift.

context:
  Watch-time shifts late in a video's life typically reflect a different slice of viewers reaching the video — packaging, length, and content are constant. Often resolves as the surface mix settles back.

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"G3X-t3NKOSE","ageDays":28,"recentAvdSec":74,"priorAvdSec":48,"relDeltaPct":54,"recentViews":41,"priorViews":33}


snapshot_date: 2026-06-08
insight_key: late_life_avd_jump-eju1Rb5gc7U-2026-06-08
insight_id: late_life_avd_jump-eju1Rb5gc7U-2026-06-08
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: CAN I PAY OFF THIS LOAN?: watch time stepped up late
generated_at: 2026-06-08T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?, 29 days past publish, saw its trailing 7-day avg view duration land at 125s — up from 80s the prior 7 days, a 57% lift.

context:
  Watch-time shifts late in a video's life typically reflect a different slice of viewers reaching the video — packaging, length, and content are constant. Often resolves as the surface mix settles back.

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"eju1Rb5gc7U","ageDays":29,"recentAvdSec":125,"priorAvdSec":80,"relDeltaPct":57,"recentViews":59,"priorViews":132}


snapshot_date: 2026-06-08
insight_key: traffic_source_shift-eju1Rb5gc7U-Suggested_Videos
insight_id: traffic_source_shift-eju1Rb5gc7U-Suggested_Videos
detector_name: traffic_source_shift
insight_category: traffic_shift
subject_type: video
subject_id: eju1Rb5gc7U
direction: negative
certainty: fact
title: Suggested Videos share fell on CAN I PAY OFF THIS LOAN?
body: Suggested Videos's share of views on CAN I PAY OFF THIS LOAN? went from 90% to 84% (-6.0 points).
generated_at: 2026-06-08T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 143 characters]

evidence_json:
  {"source":"Suggested Videos","olderPct":0.8978,"recentPct":0.8382,"ppChange":-5.96,"olderViews":167,"recentViews":57}


snapshot_date: 2026-06-08
insight_key: momentum_anomaly-KjL7WhexDeM
insight_id: momentum_anomaly-KjL7WhexDeM
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: negative
certainty: fact
title: Billie Eilish fans here! below typical pace
evidence_json: {"recentAvgPerDay":0.5,"expectedAvgPerDay":528.12,"ratio":0.001,"recentDays":2,"latestDay":171}
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for Billie Eilish fans here!: 1. Expected at this age on this channel: 528. That puts it at 0.0× typical.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-08
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carried last week's views
body: In the last week, Comment your map suggestions below! accounted for 80% of channel views.
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"G8RciT3IC9s","topVideoShare7d":0.8,"top3VideoShare7d":0.94,"asOf":"2026-06-08","videosCounted":18}


snapshot_date: 2026-06-08
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos leading on views/day here
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 41.9 across 16 shorter (under 5 min) videos, 2.8 across 10 longer (15+ min) videos.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":41.88,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":2.78,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 41.88 views/day; the 10 longer (15+ min) videos get 2.78."}


snapshot_date: 2026-06-08
insight_key: quiet_inventory-2026-06-08
insight_id: quiet_inventory-2026-06-08
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 17 of 27 videos
body: Across the past seven days, 17 of 27 public videos on this channel did not pick up any views.
generated_at: 2026-06-08T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":17,"videosTotal":27,"pctQuiet":0.6296,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-08"}


snapshot_date: 2026-06-08
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carries most of the views
body: One video holds 48% of this channel's lifetime views (9.6K of 19.8K across 18 videos).
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19813,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-08
insight_key: engagement_ratio_outlier-G8RciT3IC9s
insight_id: engagement_ratio_outlier-G8RciT3IC9s
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! drew engagement 3.6× the channel median
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! gathered 6 combined likes, comments, and shares on 384 views (1.6%) — about 3.6× this channel's median engagement rate, led by 6 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"G8RciT3IC9s","engagementRatio":0.0156,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":3.555,"dominantMetric":"likes","dominantPerView":0.0156,"dominantChannelPerView":0.0044,"videoTotalViews":384,"videoTotalLikes":6,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-08
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are losing viewers sooner
body: The earlier 13 videos here averaged 60 seconds watched; the newer 14 are averaging 31.
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.07,"changeRatio":0.52,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-08
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? past its peak window
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 1.0 views/day around Day 26, down from 36.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":26,"recentAvgPerDay":1,"dropRatio":0.97,"patternLabel":"Recent 1 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-08
insight_key: catalog_retention_tiers
insight_id: catalog_retention_tiers
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Retention is uneven across the catalog
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across 19 videos, the top quarter holds viewers at 5592.5% against 422.5% for the bottom quarter — roughly 13.2× apart, a real gap between the videos that keep viewers and the ones that lose them early.

context:
[cell repeats an earlier one in this file: 178 characters]

evidence_json:
  {"shape":"catalog_retention_tiers","pattern":"bimodal","topQuartileMean":55.925,"bottomQuartileMean":4.225,"ratio":13.237,"videos":19,"quartileSize":4}


snapshot_date: 2026-06-08
insight_key: weekly_trendline
insight_id: weekly_trendline
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: Weekly views trending up
body: Most recent 7-day window: 480 views. The 7 days starting 3 weeks before that: 126 views.
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":126,"newestWeekViews":480,"slopeViewsPerWeek":115.6,"relSlope":0.5,"patternLabel":"Weekly views trending up — newest week has 480 views vs 126 3 weeks ago"}


snapshot_date: 2026-06-08
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: trend
title: Weekly view trajectory steepening
body: Recent 4-week weekly slope: +50%/wk. Prior 4-week slope: -118%/wk. Sample: 8 weekly buckets.
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 167 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":-118,"recentRelSlopePct":50,"priorMeanWeeklyViews":2780,"recentMeanWeeklyViews":230,"deltaRelSlopePct":169,"priorSlopeViewsPerWeek":-3288.2,"recentSlopeViewsPerWeek":115.6}


snapshot_date: 2026-06-08
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: Post-peak window for CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-08T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 18 → 22
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN I PAY OFF THIS LOAN? have dropped from 27.7 at the peak (Day 16) to 9.0 around Day 29.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":29,"recentAvgPerDay":9,"dropRatio":0.67,"patternLabel":"Recent 9 views/day, down from peak of 27.67/day on Day 16","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-08
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Why I cant be a truck driver PT: 2 tapering off its peak
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Why I cant be a truck driver PT: 2 peaked at 478.3 views/day on Day 1; around Day 151 it's averaging 0.3 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":151,"recentAvgPerDay":0.33,"dropRatio":1,"patternLabel":"Recent 0.33 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-08
insight_key: source_activation_order
insight_id: source_activation_order
detector_name: emerging_signal
insight_category: timing
subject_type: channel
direction: notable
certainty: trend
title: How discovery surfaces tend to activate here
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, new videos have typically picked up Browse on Day 5, Suggested on Day 0, and Search on Day 0 after publish. (3 sources, up to 9 videos per source.)

context:
[cell repeats an earlier one in this file: 213 characters]

evidence_json:
  {"shape":"source_activation_channel","sourcesJson":"{\"Suggested Videos\":{\"median\":0,\"p25\":0,\"p75\":3,\"sampleSize\":9},\"Browse / Homepage\":{\"median\":5,\"p25\":3,\"p75\":7,\"sampleSize\":9},\"YouTube Search\":{\"median\":0,\"p25\":0,\"p75\":0,\"sampleSize\":8}}","sourcesCovered":3,"totalSamples":26}


snapshot_date: 2026-06-08
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: Post-peak window for I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-06-08T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 have dropped from 10.3 at the peak (Day 7) to 0.3 around Day 187.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":187,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-09
insight_key: channel_window_trend-prev-views-2026-06-09
insight_id: channel_window_trend-prev-views-2026-06-09
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Views a day: 65 lately vs 26
body: Recent 7-day average: 65 views a day. The prior 7 days: 26.
generated_at: 2026-06-09T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"channel_window_trend","metric":"views","mode":"prev","current":64.71,"baseline":26.43,"relDeltaPct":145,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-06-09
insight_key: source_mix_inversion-2026-06-09
insight_id: source_mix_inversion-2026-06-09
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Channel-wide top source switched
generated_at: 2026-06-09T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Shorts Feed (82%) leads the trailing 7-day mix; the prior 7 days were led by Suggested Videos (88%).

context:
[cell repeats an earlier one in this file: 166 characters]

evidence_json:
  {"shape":"source_mix_inversion","recentSource":"Shorts Feed","priorSource":"Suggested Videos","recentSharePct":82,"priorSharePct":88,"recentWindowFrom":"2026-06-03","recentWindowTo":"2026-06-09","priorWindowFrom":"2026-05-27","priorWindowTo":"2026-06-02"}


snapshot_date: 2026-06-09
insight_key: late_life_avd_jump-G3X-t3NKOSE-2026-06-09
insight_id: late_life_avd_jump-G3X-t3NKOSE-2026-06-09
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G3X-t3NKOSE
direction: notable
certainty: signal
title: I STARTED A TRUCK DEALERSHIP watched longer this week
generated_at: 2026-06-09T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP's recent 7-day avg view duration of 74s reads 54% above the prior 7-day average of 48s — the video is 29 days past publish.

context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"G3X-t3NKOSE","ageDays":29,"recentAvdSec":74,"priorAvdSec":48,"relDeltaPct":54,"recentViews":41,"priorViews":33}


snapshot_date: 2026-06-09
insight_key: late_life_avd_jump-eju1Rb5gc7U-2026-06-09
insight_id: late_life_avd_jump-eju1Rb5gc7U-2026-06-09
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: CAN I PAY OFF THIS LOAN? watched longer this week
generated_at: 2026-06-09T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?'s recent 7-day avg view duration of 136s reads 62% above the prior 7-day average of 84s — the video is 30 days past publish.

context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"eju1Rb5gc7U","ageDays":30,"recentAvdSec":136,"priorAvdSec":84,"relDeltaPct":62,"recentViews":53,"priorViews":140}


snapshot_date: 2026-06-09
insight_key: momentum_anomaly-pn2r7K_BnVk
insight_id: momentum_anomaly-pn2r7K_BnVk
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: negative
certainty: fact
title: CAN BEAM NG AI ESCAPE ME? averaging below the typical curve
evidence_json: {"recentAvgPerDay":1,"expectedAvgPerDay":17.25,"ratio":0.058,"recentDays":3,"latestDay":26}
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is running 0.1× this channel's typical pace at its current age — 1 views/day recently, against an expected 17.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-09
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Top video carried last week's mass
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  In the last week, Comment your map suggestions below! accounted for 85% of channel views; the top three together accounted for 95%.

context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"G8RciT3IC9s","topVideoShare7d":0.85,"top3VideoShare7d":0.95,"asOf":"2026-06-09","videosCounted":18}


snapshot_date: 2026-06-09
insight_key: traffic_source_shift-eju1Rb5gc7U-Suggested_Videos
insight_id: traffic_source_shift-eju1Rb5gc7U-Suggested_Videos
detector_name: traffic_source_shift
insight_category: traffic_shift
subject_type: video
subject_id: eju1Rb5gc7U
direction: negative
certainty: fact
title: CAN I PAY OFF THIS LOAN? saw its Suggested Videos share change
body: 90% → 85% of views from Suggested Videos on CAN I PAY OFF THIS LOAN? (-5.3 points).
generated_at: 2026-06-09T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 79 → 62
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 143 characters]

evidence_json:
  {"source":"Suggested Videos","olderPct":0.8978,"recentPct":0.8451,"ppChange":-5.28,"olderViews":167,"recentViews":60}


snapshot_date: 2026-06-09
insight_key: quiet_inventory-2026-06-09
insight_id: quiet_inventory-2026-06-09
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 17 of 27 videos
body: 17 of 27 public videos received no views in the last seven days.
generated_at: 2026-06-09T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":17,"videosTotal":27,"pctQuiet":0.6296,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-09"}


snapshot_date: 2026-06-09
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Hit-driven shape on this channel
body: 48% of the lifetime views here come from a single video — 9.6K out of 19.8K across 18 videos.
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19816,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-09
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are holding attention for less time
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 13 videos on this channel, average view duration was 60 seconds. Across the newer 14, it is 31 seconds.

context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.3,"changeRatio":0.52,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-09
insight_key: publish_gap
insight_id: publish_gap
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: signal
title: 24-day gap before Jun 5, 2026
generated_at: 2026-06-09T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 51 → 31
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  A 24-day gap between public releases ending Jun 5, 2026 — about 3.43× this channel's median gap of 7 day(s).

context:
[cell repeats an earlier one in this file: 223 characters]

evidence_json:
  {"shape":"publish_gap","gapDays":24,"gapStart":"2026-05-12","gapEnd":"2026-06-05","medianGapDays":7,"ratioToMedian":3.43,"usedFallback":1,"videos":30,"windowDays":30}


snapshot_date: 2026-06-09
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: trend
title: Weekly view rate climbing faster
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was -116%/wk across the prior 4 weeks; it's +48%/wk across the most recent 4 (8 weeks of history).

context:
[cell repeats an earlier one in this file: 219 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":-116,"recentRelSlopePct":48,"priorMeanWeeklyViews":1716,"recentMeanWeeklyViews":224,"deltaRelSlopePct":164,"priorSlopeViewsPerWeek":-1997.8,"recentSlopeViewsPerWeek":107.5}


snapshot_date: 2026-06-09
insight_key: weekly_trendline
insight_id: weekly_trendline
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: Weekly views up vs the earlier window
body: Last 7 days: 453 views; the 7-day window 3 weeks back: 105 views.
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":105,"newestWeekViews":453,"slopeViewsPerWeek":107.5,"relSlope":0.48,"patternLabel":"Weekly views trending up — newest week has 453 views vs 105 3 weeks ago"}


snapshot_date: 2026-06-09
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Why I cant be a truck driver PT: 2 past its peak window
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Why I cant be a truck driver PT: 2 is averaging 0.3 views/day around Day 151, down from 478.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":151,"recentAvgPerDay":0.33,"dropRatio":1,"patternLabel":"Recent 0.33 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-09
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: CAN I PAY OFF THIS LOAN? past its peak window
generated_at: 2026-06-09T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 2.3 views/day around Day 30, down from 27.7 views/day at its peak on Day 16.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":30,"recentAvgPerDay":2.33,"dropRatio":0.92,"patternLabel":"Recent 2.33 views/day, down from peak of 27.67/day on Day 16","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-09
insight_key: source_activation_order-eju1Rb5gc7U
insight_id: source_activation_order-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: CAN I PAY OFF THIS LOAN?: Day 14 for Browse, beyond the typical band
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On CAN I PAY OFF THIS LOAN?, Browse took 14 days to activate — outside the channel's typical Day 3–7 band (9 videos).

context:
[cell repeats an earlier one in this file: 217 characters]

evidence_json:
[cell repeats an earlier one in this file: 226 characters]


snapshot_date: 2026-06-09
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Don’t check the sound! 🥶🥶😱😱😨😨 tapering off its peak
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Don’t check the sound! 🥶🥶😱😱😨😨 peaked at 534.7 views/day on Day 1; around Day 193 it's averaging 0.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
[cell repeats an earlier one in this file: 200 characters]


snapshot_date: 2026-06-09
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Post-peak window for Who is the best Youtuber besides MrBeast?
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Who is the best Youtuber besides MrBeast? have dropped from 752.0 at the peak (Day 1) to 0.7 around Day 193.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
[cell repeats an earlier one in this file: 194 characters]


snapshot_date: 2026-06-09
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: signal
title: This video's arc
generated_at: 2026-06-09T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  100% of Comment your map suggestions below!'s views arrived in the first two days — a front-loaded pattern.

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":1,"latePct":0,"totalViews":384,"daysTracked":3,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-10
insight_key: channel_window_trend-prev-views-2026-06-10
insight_id: channel_window_trend-prev-views-2026-06-10
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Daily views ran higher week to week
body: Across the last 7 days the channel averaged 58 views a day, against 28 for the 7 days before.
generated_at: 2026-06-10T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"channel_window_trend","metric":"views","mode":"prev","current":58.14,"baseline":27.86,"relDeltaPct":109,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-06-10
insight_key: video_window_trend-first-day7_views-2026-06-10
insight_id: video_window_trend-first-day7_views-2026-06-10
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: trend
title: Recent videos averaging 101% more first-week views
body: The last 5 videos averaged 124 first-week views; the channel's first 5 videos averaged 62.
generated_at: 2026-06-10T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day7_views","mode":"first","current":124.4,"baseline":62,"relDeltaPct":101,"currentN":5,"baselineN":5}


snapshot_date: 2026-06-10
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: #1 on views per day — This was a close call!#americantrucksimulator #ats
generated_at: 2026-06-10T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 15 videos on this channel, This was a close call!#americantrucksimulator #ats sits at #1 on views per day. 2 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":398.0833,"mean":59.8889,"zScore":4.5,"rank":1,"totalVideos":15,"ratioToMean":6.65,"outliersInMetric":2}


snapshot_date: 2026-06-10
insight_key: source_mix_inversion-2026-06-10
insight_id: source_mix_inversion-2026-06-10
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Shorts Feed overtook Suggested Videos this week
generated_at: 2026-06-10T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Shorts Feed held 91% of channel views in the last 7 days; Suggested Videos led the prior 7 with 87%.

context:
[cell repeats an earlier one in this file: 166 characters]

evidence_json:
  {"shape":"source_mix_inversion","recentSource":"Shorts Feed","priorSource":"Suggested Videos","recentSharePct":91,"priorSharePct":87,"recentWindowFrom":"2026-06-04","recentWindowTo":"2026-06-10","priorWindowFrom":"2026-05-28","priorWindowTo":"2026-06-03"}


snapshot_date: 2026-06-10
insight_key: video_window_trend-prev-day7_views-2026-06-10
insight_id: video_window_trend-prev-day7_views-2026-06-10
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: trend
title: First-week views: 124 lately vs 365
body: Recent 5-video average: 124 first-week views, against 365 for the 5 before them.
generated_at: 2026-06-10T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"video_window_trend","metric":"day7_views","mode":"prev","current":124.4,"baseline":365,"relDeltaPct":-66,"currentN":5,"baselineN":4}


snapshot_date: 2026-06-10
insight_key: late_life_avd_jump-G3X-t3NKOSE-2026-06-10
insight_id: late_life_avd_jump-G3X-t3NKOSE-2026-06-10
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G3X-t3NKOSE
direction: notable
certainty: signal
title: I STARTED A TRUCK DEALERSHIP: watch time stepped up late
generated_at: 2026-06-10T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP, 30 days past publish, saw its trailing 7-day avg view duration land at 74s — up from 48s the prior 7 days, a 54% lift.

context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"G3X-t3NKOSE","ageDays":30,"recentAvdSec":74,"priorAvdSec":48,"relDeltaPct":54,"recentViews":41,"priorViews":33}


snapshot_date: 2026-06-10
insight_key: late_life_avd_jump-eju1Rb5gc7U-2026-06-10
insight_id: late_life_avd_jump-eju1Rb5gc7U-2026-06-10
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: CAN I PAY OFF THIS LOAN?: watch time stepped up late
generated_at: 2026-06-10T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?, 31 days past publish, saw its trailing 7-day avg view duration land at 157s — up from 96s the prior 7 days, a 64% lift.

context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"eju1Rb5gc7U","ageDays":31,"recentAvdSec":157,"priorAvdSec":96,"relDeltaPct":64,"recentViews":44,"priorViews":116}


snapshot_date: 2026-06-10
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Top video carried last week's mass
generated_at: 2026-06-10T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  In the last week, Comment your map suggestions below! accounted for 95% of channel views; the top three together accounted for 98%.

context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"G8RciT3IC9s","topVideoShare7d":0.95,"top3VideoShare7d":0.98,"asOf":"2026-06-10","videosCounted":18}


snapshot_date: 2026-06-10
insight_key: quiet_inventory-2026-06-10
insight_id: quiet_inventory-2026-06-10
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 18 of 27 videos
body: 18 of 27 public videos received no views in the last seven days.
generated_at: 2026-06-10T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":18,"videosTotal":27,"pctQuiet":0.6667,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-10"}


snapshot_date: 2026-06-10
insight_key: relative_outlier-G8RciT3IC9s-retention
insight_id: relative_outlier-G8RciT3IC9s-retention
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: #1 on watch-through rate — Comment your map suggestions below!
generated_at: 2026-06-10T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 15 videos on this channel, Comment your map suggestions below! sits at #1 on watch-through rate.

evidence_json:
  {"metric":"retention","value":69.7,"mean":23.6,"zScore":1.81,"rank":1,"totalVideos":15,"ratioToMean":2.95,"outliersInMetric":1}


snapshot_date: 2026-06-10
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Hit-driven shape on this channel
body: 48% of the lifetime views here come from a single video — 9.6K out of 19.8K across 18 videos.
generated_at: 2026-06-10T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19818,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-10
insight_key: engagement_ratio_outlier-G8RciT3IC9s
insight_id: engagement_ratio_outlier-G8RciT3IC9s
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: High likes-to-view ratio on Comment your map suggestions below!
generated_at: 2026-06-10T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Comment your map suggestions below!, combined engagement runs 3.5× the channel median (6 interactions on 385 views, 1.6%). 6 likes drove most of the lift.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"G8RciT3IC9s","engagementRatio":0.0156,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":3.545,"dominantMetric":"likes","dominantPerView":0.0156,"dominantChannelPerView":0.0044,"videoTotalViews":385,"videoTotalLikes":6,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-10
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are losing viewers sooner
body: The earlier 13 videos here averaged 60 seconds watched; the newer 14 are averaging 31.
generated_at: 2026-06-10T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.27,"changeRatio":0.52,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-10
insight_key: weekly_trendline
insight_id: weekly_trendline
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: This week ahead of the baseline week
body: 407 views in the most recent 7-day window, versus 31 views in the 7 days starting 3 weeks earlier.
generated_at: 2026-06-10T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 26 → 30
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":31,"newestWeekViews":407,"slopeViewsPerWeek":113.3,"relSlope":0.55,"patternLabel":"Weekly views trending up — newest week has 407 views vs 31 3 weeks ago"}


snapshot_date: 2026-06-10
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: Post-peak window for CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-06-10T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN BEAM NG AI ESCAPE ME? have dropped from 36.3 at the peak (Day 1) to 1.0 around Day 26.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
[cell repeats an earlier one in this file: 194 characters]


snapshot_date: 2026-06-10
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: Post-peak window for CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-10T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN I PAY OFF THIS LOAN? have dropped from 27.7 at the peak (Day 16) to 2.0 around Day 31.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":31,"recentAvgPerDay":2,"dropRatio":0.93,"patternLabel":"Recent 2 views/day, down from peak of 27.67/day on Day 16","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-10
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: trend
title: Recent 4 weeks pulling ahead of the prior 4
generated_at: 2026-06-10T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the most recent 4 weeks, weekly views ran at +55%/wk relative slope; the 4 weeks before that ran at -97%/wk. 8 weekly buckets of history.

context:
[cell repeats an earlier one in this file: 206 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":-97,"recentRelSlopePct":55,"priorMeanWeeklyViews":430,"recentMeanWeeklyViews":206,"deltaRelSlopePct":152,"priorSlopeViewsPerWeek":-414.9,"recentSlopeViewsPerWeek":113.3}


snapshot_date: 2026-06-10
insight_key: catalog_retention_tiers
insight_id: catalog_retention_tiers
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Two retention worlds in this catalog
generated_at: 2026-06-10T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  This channel's videos split on retention: the best quarter holds viewers about 13.2× as well as the weakest quarter (5587.5% vs 422.5%, across 19 videos). The catalog isn't one consistent thing — it's a strong group and a weak group.

context:
[cell repeats an earlier one in this file: 178 characters]

evidence_json:
  {"shape":"catalog_retention_tiers","pattern":"bimodal","topQuartileMean":55.875,"bottomQuartileMean":4.225,"ratio":13.225,"videos":19,"quartileSize":4}


snapshot_date: 2026-06-10
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: trend
title: Comment your map suggestions below! slowing below its usual pace
evidence_json: {"recentAvgPerDay":2,"expectedAvgPerDay":24.14,"ratio":0.083,"recentDays":3,"latestDay":5}
generated_at: 2026-06-10T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! is averaging 2 views/day recently, vs 24 expected at this age on this channel — 0.1× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-10
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: signal
title: This video's arc
generated_at: 2026-06-10T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 11 → 13
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  99% of Comment your map suggestions below!'s views arrived in the first two days — a front-loaded pattern.

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.99,"latePct":0,"totalViews":385,"daysTracked":4,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-11
insight_key: channel_window_trend-prev-views-2026-06-11
insight_id: channel_window_trend-prev-views-2026-06-11
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Daily views ran higher week to week
body: Across the last 7 days the channel averaged 58 views a day, against 24 for the 7 days before.
generated_at: 2026-06-11T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"channel_window_trend","metric":"views","mode":"prev","current":57.71,"baseline":24.43,"relDeltaPct":136,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-06-11
insight_key: sub_rate_vs_view_rate-volume_without_depth-2026-06-11
insight_id: sub_rate_vs_view_rate-volume_without_depth-2026-06-11
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: notable
certainty: signal
title: Volume up, conversion easing
generated_at: 2026-06-11T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  The trailing 21-day window shows weekly reach climbing while the sub-per-view rate moves the other way.

context:
  When reach climbs faster than subscribers, new viewers tend to be dropping in without converting at the channel's prior rate. Many drivers can shift this — a hit video pulling broader-than-usual viewers, a recommendation surface activating on a different audience, topic mix in the recent batch — none alone explains any one window's reading.

evidence_json:
  {"shape":"sub_rate_vs_view_rate","subShape":"volume_without_depth","subSlope":-0.00025,"viewSlope":16,"viewSlopeRatio":0.065,"meanViews":247,"sampleDays":21}


snapshot_date: 2026-06-11
insight_key: source_mix_inversion-2026-06-11
insight_id: source_mix_inversion-2026-06-11
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Channel-wide top source switched
generated_at: 2026-06-11T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Shorts Feed (92%) leads the trailing 7-day mix; the prior 7 days were led by Suggested Videos (87%).

context:
[cell repeats an earlier one in this file: 166 characters]

evidence_json:
  {"shape":"source_mix_inversion","recentSource":"Shorts Feed","priorSource":"Suggested Videos","recentSharePct":92,"priorSharePct":87,"recentWindowFrom":"2026-06-05","recentWindowTo":"2026-06-11","priorWindowFrom":"2026-05-29","priorWindowTo":"2026-06-04"}


snapshot_date: 2026-06-11
insight_key: late_life_avd_jump-G3X-t3NKOSE-2026-06-11
insight_id: late_life_avd_jump-G3X-t3NKOSE-2026-06-11
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G3X-t3NKOSE
direction: notable
certainty: signal
title: I STARTED A TRUCK DEALERSHIP: watch time stepped up late
generated_at: 2026-06-11T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP, 31 days past publish, saw its trailing 7-day avg view duration land at 94s — up from 47s the prior 7 days, a 99% lift.

context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"G3X-t3NKOSE","ageDays":31,"recentAvdSec":94,"priorAvdSec":47,"relDeltaPct":99,"recentViews":38,"priorViews":34}


snapshot_date: 2026-06-11
insight_key: late_life_avd_jump-eju1Rb5gc7U-2026-06-11
insight_id: late_life_avd_jump-eju1Rb5gc7U-2026-06-11
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: CAN I PAY OFF THIS LOAN? watched longer this week
generated_at: 2026-06-11T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?'s recent 7-day avg view duration of 157s reads 64% above the prior 7-day average of 96s — the video is 32 days past publish.

context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"eju1Rb5gc7U","ageDays":32,"recentAvdSec":157,"priorAvdSec":96,"relDeltaPct":64,"recentViews":44,"priorViews":116}


snapshot_date: 2026-06-11
insight_key: source_dropout:pn2r7K_BnVk:7:2026-06-11
insight_id: source_dropout:pn2r7K_BnVk:7:2026-06-11
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: pn2r7K_BnVk
direction: negative
certainty: trend
title: Suggested Videos fell silent on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-06-11T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 7 days, CAN BEAM NG AI ESCAPE ME? received no Suggested Videos views; the prior 14-day window held 124 from that source.

context:
  Sources going quiet often reflect a recommendation surface naturally winding down for an older video; it's typically more notable on newer videos than on long-tail catalog.

evidence_json:
  {"shape":"source_dropout","videoId":"pn2r7K_BnVk","sourceId":7,"sourceName":"Suggested Videos","priorViews":124,"recentViews":0,"priorWindowStart":"2026-05-08","priorWindowEnd":"2026-05-21","recentWindowStart":"2026-06-05","recentWindowEnd":"2026-06-11"}


snapshot_date: 2026-06-11
insight_key: momentum_anomaly-pn2r7K_BnVk
insight_id: momentum_anomaly-pn2r7K_BnVk
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: negative
certainty: fact
title: CAN BEAM NG AI ESCAPE ME? below typical pace
evidence_json: {"recentAvgPerDay":1,"expectedAvgPerDay":17.25,"ratio":0.058,"recentDays":3,"latestDay":26}
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for CAN BEAM NG AI ESCAPE ME?: 1. Expected at this age on this channel: 17. That puts it at 0.1× typical.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-11
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carried last week's views
body: In the last week, Comment your map suggestions below! accounted for 95% of channel views.
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"G8RciT3IC9s","topVideoShare7d":0.95,"top3VideoShare7d":0.98,"asOf":"2026-06-11","videosCounted":18}


snapshot_date: 2026-06-11
insight_key: quiet_inventory-2026-06-11
insight_id: quiet_inventory-2026-06-11
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 18 of 27 videos
body: 18 of 27 public videos received no views in the last seven days.
generated_at: 2026-06-11T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":18,"videosTotal":27,"pctQuiet":0.6667,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-11"}


snapshot_date: 2026-06-11
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carries most of the views
body: One video holds 48% of this channel's lifetime views (9.6K of 19.8K across 18 videos).
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19819,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-11
insight_key: engagement_ratio_outlier-G8RciT3IC9s
insight_id: engagement_ratio_outlier-G8RciT3IC9s
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! drew engagement 3.5× the channel median
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! gathered 6 combined likes, comments, and shares on 385 views (1.6%) — about 3.5× this channel's median engagement rate, led by 6 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"G8RciT3IC9s","engagementRatio":0.0156,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":3.545,"dominantMetric":"likes","dominantPerView":0.0156,"dominantChannelPerView":0.0044,"videoTotalViews":385,"videoTotalLikes":6,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-11
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Watch time is weaker on newer uploads
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This channel's newer 14 videos are averaging 32 seconds watched, versus 60 seconds across the earlier 13.

context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.71,"changeRatio":0.53,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-11
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: trend
title: I STARTED A TRUCK DEALERSHIP past its peak window
generated_at: 2026-06-11T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 20 → 28
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP is averaging 3.7 views/day around Day 31, down from 12.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":31,"recentAvgPerDay":3.67,"dropRatio":0.7,"patternLabel":"Recent 3.67 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-11
insight_key: publish_gap
insight_id: publish_gap
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: signal
title: Publishing paused for 24 days
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  Public releases went 24 days between publishes before Jun 5, 2026, compared with this channel's typical 7-day rhythm (3.43×).

context:
[cell repeats an earlier one in this file: 223 characters]

evidence_json:
  {"shape":"publish_gap","gapDays":24,"gapStart":"2026-05-12","gapEnd":"2026-06-05","medianGapDays":7,"ratioToMedian":3.43,"usedFallback":1,"videos":30,"windowDays":30}


snapshot_date: 2026-06-11
insight_key: catalog_retention_tiers
insight_id: catalog_retention_tiers
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Retention is uneven across the catalog
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across 19 videos, the top quarter holds viewers at 5587.5% against 422.5% for the bottom quarter — roughly 13.2× apart, a real gap between the videos that keep viewers and the ones that lose them early.

context:
[cell repeats an earlier one in this file: 178 characters]

evidence_json:
  {"shape":"catalog_retention_tiers","pattern":"bimodal","topQuartileMean":55.875,"bottomQuartileMean":4.225,"ratio":13.225,"videos":19,"quartileSize":4}


snapshot_date: 2026-06-11
insight_key: weekly_trendline
insight_id: weekly_trendline
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: fact
title: Weekly views up vs the earlier window
body: Last 7 days: 404 views; the 7-day window 3 weeks back: 28 views.
generated_at: 2026-06-11T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 35 → 29
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":28,"newestWeekViews":404,"slopeViewsPerWeek":108.3,"relSlope":0.53,"patternLabel":"Weekly views trending up — newest week has 404 views vs 28 3 weeks ago"}


snapshot_date: 2026-06-11
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: CAN I PAY OFF THIS LOAN? tapering off its peak
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? peaked at 27.7 views/day on Day 16; around Day 31 it's averaging 2.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":31,"recentAvgPerDay":2,"dropRatio":0.93,"patternLabel":"Recent 2 views/day, down from peak of 27.67/day on Day 16","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-11
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Post-peak window for Billie Eilish fans here!
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Billie Eilish fans here! have dropped from 590.3 at the peak (Day 1) to 1.0 around Day 171.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
[cell repeats an earlier one in this file: 194 characters]


snapshot_date: 2026-06-11
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: positive
certainty: trend
title: Weekly view rate climbing faster
generated_at: 2026-06-11T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 27 → 20
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was +31%/wk across the prior 4 weeks; it's +53%/wk across the most recent 4 (8 weeks of history).

context:
[cell repeats an earlier one in this file: 219 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":31,"recentRelSlopePct":53,"priorMeanWeeklyViews":68,"recentMeanWeeklyViews":205,"deltaRelSlopePct":22,"priorSlopeViewsPerWeek":21.3,"recentSlopeViewsPerWeek":108.3}


snapshot_date: 2026-06-11
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: trend
title: Comment your map suggestions below! below typical pace
evidence_json: {"recentAvgPerDay":2,"expectedAvgPerDay":24.14,"ratio":0.083,"recentDays":3,"latestDay":5}
generated_at: 2026-06-11T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 24 → 16
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for Comment your map suggestions below!: 2. Expected at this age on this channel: 24. That puts it at 0.1× typical.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-11
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: signal
title: This video's arc
generated_at: 2026-06-11T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! had a front-loaded view distribution: 99% of views arrived in the first two days.

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.99,"latePct":0,"totalViews":385,"daysTracked":4,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-13
insight_key: relative_outlier-G8RciT3IC9s-ctr
insight_id: relative_outlier-G8RciT3IC9s-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! ranks #1 on CTR
body: Comment your map suggestions below! ranks #1 of 5 on this channel for CTR.
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"metric":"ctr","value":1,"mean":0,"zScore":2.99,"rank":1,"totalVideos":5,"ratioToMean":0,"outliersInMetric":1}


snapshot_date: 2026-06-13
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: #1 on views per day — This was a close call!#americantrucksimulator #ats
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 190 characters]

evidence_json:
  {"metric":"viewsPerDay","value":382.16,"mean":53.9,"zScore":4.92,"rank":1,"totalVideos":15,"ratioToMean":7.09,"outliersInMetric":2}


snapshot_date: 2026-06-13
insight_key: sub_rate_vs_view_rate-volume_without_depth-2026-06-13
insight_id: sub_rate_vs_view_rate-volume_without_depth-2026-06-13
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: notable
certainty: signal
title: Per-view subscribe rate easing as reach climbs
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Trailing 21 days: weekly views are rising; the share of those viewers subscribing has been ticking down.

context:
  When reach climbs faster than subscribers, new viewers tend to be dropping in without converting at the channel's prior rate. Many drivers can shift this — a hit video pulling broader-than-usual viewers, a recommendation surface activating on a different audience, topic mix in the recent batch — none alone explains any one window's reading.

evidence_json:
  {"shape":"sub_rate_vs_view_rate","subShape":"volume_without_depth","subSlope":-0.00025,"viewSlope":16,"viewSlopeRatio":0.065,"meanViews":247,"sampleDays":21}


snapshot_date: 2026-06-13
insight_key: first_milestone-2500-B4H9jdIp7AA
insight_id: first_milestone-2500-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":2500,"actualViews":9554,"daysToReach":25,"totalVideos":27}
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 2.5K views — after 25 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-13
insight_key: first_milestone-5000-B4H9jdIp7AA
insight_id: first_milestone-5000-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":5000,"actualViews":9554,"daysToReach":25,"totalVideos":27}
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 5.0K views — after 25 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-13
insight_key: momentum_anomaly-pn2r7K_BnVk
insight_id: momentum_anomaly-pn2r7K_BnVk
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: negative
certainty: fact
title: CAN BEAM NG AI ESCAPE ME? slowing below its usual pace
evidence_json: {"recentAvgPerDay":1,"expectedAvgPerDay":13.24,"ratio":0.076,"recentDays":3,"latestDay":32}
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 1 views/day recently, vs 13 expected at this age on this channel — 0.1× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-13
insight_key: late_life_avd_jump-eju1Rb5gc7U-2026-06-13
insight_id: late_life_avd_jump-eju1Rb5gc7U-2026-06-13
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: Late-phase watch-time lift on CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On CAN I PAY OFF THIS LOAN?, the trailing 7-day avg view duration read 163s versus the prior 7 days' 71s — a 128% step 34 days past publish.

context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"eju1Rb5gc7U","ageDays":34,"recentAvdSec":163,"priorAvdSec":71,"relDeltaPct":128,"recentViews":41,"priorViews":97}


snapshot_date: 2026-06-13
insight_key: quiet_inventory-2026-06-13
insight_id: quiet_inventory-2026-06-13
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 23 of 27 videos
body: On this channel, 23 of 27 public videos went the last week without a single view.
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":23,"videosTotal":27,"pctQuiet":0.8519,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-13"}


snapshot_date: 2026-06-13
insight_key: traffic_source_shift-pn2r7K_BnVk-Suggested_Videos
insight_id: traffic_source_shift-pn2r7K_BnVk-Suggested_Videos
detector_name: traffic_source_shift
insight_category: traffic_shift
subject_type: video
subject_id: pn2r7K_BnVk
direction: negative
certainty: fact
title: Suggested Videos share shifted on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  For CAN BEAM NG AI ESCAPE ME?, traffic from Suggested Videos moved from 93% to 88% of views (-5.3 points).

context:
[cell repeats an earlier one in this file: 143 characters]

evidence_json:
  {"source":"Suggested Videos","olderPct":0.9338,"recentPct":0.8804,"ppChange":-5.33,"olderViews":141,"recentViews":81}


snapshot_date: 2026-06-13
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos getting more views/day
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  The 16 shorter (under 5 min) videos on this channel average 37.6 views/day (median). The 10 longer (15+ min) videos average 2.3.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":37.56,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":2.27,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 37.56 views/day; the 10 longer (15+ min) videos get 2.27."}


snapshot_date: 2026-06-13
insight_key: time_to_peak
insight_id: time_to_peak
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: neutral
certainty: fact
title: Most of a video's views land within 1 day
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 42 → 54
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, videos have usually collected 90% of their lifetime views within 1 day of going up (median across 17 videos) — by then, most of what a video will do has already happened.

context:
  Front-loaded view curves are common when videos land with subscribers or notifications early and the first round of recommendation resolves quickly — the long tail afterward tends to add little.

evidence_json:
  {"shape":"time_to_peak","pattern":"fast","medianDays":1,"qualifyingCount":17,"minViews":10,"minDays":7,"peakFractionPct":90}


snapshot_date: 2026-06-13
insight_key: relative_outlier-G8RciT3IC9s-retention
insight_id: relative_outlier-G8RciT3IC9s-retention
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: #1 on watch-through rate — Comment your map suggestions below!
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 15 videos on this channel, Comment your map suggestions below! sits at #1 on watch-through rate.

evidence_json:
  {"metric":"retention","value":69.6,"mean":23.6,"zScore":1.8,"rank":1,"totalVideos":15,"ratioToMean":2.95,"outliersInMetric":1}


snapshot_date: 2026-06-13
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carries most of the views
body: One video holds 48% of this channel's lifetime views (9.6K of 19.8K across 18 videos).
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19821,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-13
insight_key: relative_outlier-G8RciT3IC9s-engagement
insight_id: relative_outlier-G8RciT3IC9s-engagement
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: fact
title: #1 on interaction rate — Comment your map suggestions below!
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 101 characters]

evidence_json:
  {"metric":"engagement","value":0.0155,"mean":0.0048,"zScore":1.5,"rank":1,"totalVideos":15,"ratioToMean":3.23,"outliersInMetric":1}


snapshot_date: 2026-06-13
insight_key: engagement_ratio_outlier-G8RciT3IC9s
insight_id: engagement_ratio_outlier-G8RciT3IC9s
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! drew engagement 3.5× the channel median
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! gathered 6 combined likes, comments, and shares on 386 views (1.6%) — about 3.5× this channel's median engagement rate, led by 6 likes.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"G8RciT3IC9s","engagementRatio":0.0155,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":3.536,"dominantMetric":"likes","dominantPerView":0.0155,"dominantChannelPerView":0.0044,"videoTotalViews":386,"videoTotalLikes":6,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-3uVXLL053R8
insight_id: lifecycle_phase-decline-3uVXLL053R8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 3uVXLL053R8
direction: neutral
certainty: trend
title: Post-peak window for I STARTED A ABANDONED WATER PARK!
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I STARTED A ABANDONED WATER PARK! have dropped from 31.3 at the peak (Day 1) to 0.7 around Day 213.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":213,"recentAvgPerDay":0.67,"dropRatio":0.98,"patternLabel":"Recent 0.67 views/day, down from peak of 31.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-13
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are losing viewers sooner
body: The earlier 13 videos here averaged 60 seconds watched; the newer 14 are averaging 32.
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.69,"changeRatio":0.53,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-B4H9jdIp7AA
insight_id: lifecycle_phase-decline-B4H9jdIp7AA
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: neutral
certainty: trend
title: Post-peak window for This was a close call!#americantrucksimulator #ats
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for This was a close call!#americantrucksimulator #ats have dropped from 3156.7 at the peak (Day 2) to 0.7 around Day 159.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":159,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 3156.67/day on Day 2","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-slow_burn-0ME3aXfNvKU
insight_id: lifecycle_phase-slow_burn-0ME3aXfNvKU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: This video's arc
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 113 characters]

context:
[cell repeats an earlier one in this file: 144 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"slow_burn","pattern":"slow_burn","earlyPct":0.14,"latePct":0.5,"totalViews":14,"daysTracked":11,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? past its peak window
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 1.0 views/day around Day 32, down from 36.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":32,"recentAvgPerDay":1,"dropRatio":0.97,"patternLabel":"Recent 1 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-13
insight_key: first_impression-G8RciT3IC9s
insight_id: first_impression-G8RciT3IC9s
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: G8RciT3IC9s
direction: notable
certainty: trend
title: Comment your map suggestions below!'s first impression at Day 8
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below!'s first impression arrived on Day 8 — ahead of the typical Day 34–158 band on this channel (9 videos).

context:
  Days-to-first-impression is when YouTube began surfacing the video to anyone — across Browse, Search, Suggested, or any other surface. It tends to drift video to video; one outlier doesn't usually signal a pattern.

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"G8RciT3IC9s","firstImpressionDate":"2026-06-13","daysToFirstImpression":8,"channelP25":34,"channelP75":158,"videosInDistribution":9,"firstImpressionsBySourceJson":"{\"Channel Page\":\"2026-06-13\"}"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: CAN I PAY OFF THIS LOAN? past its peak window
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 1.3 views/day around Day 34, down from 27.7 views/day at its peak on Day 16.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":34,"recentAvgPerDay":1.33,"dropRatio":0.95,"patternLabel":"Recent 1.33 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-06-13
insight_key: hidden_gem-G8RciT3IC9s
insight_id: hidden_gem-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! is landing better than it's spreading
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! ranks near the top of this channel's videos on quality signals, with reach around the middle.

context:
  This usually means the video is landing well with the viewers who do see it, but it has not reached as much of the channel's audience as the stronger performers.

evidence_json:
  {"shape":"hidden_gem","qualityScore":90,"viewRank":50,"gemGap":40,"retention":69.6,"ctr":1,"engagementRate":0.0155,"viewsPerDay":77.2,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-13
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: trend
title: Comment your map suggestions below! slowing below its usual pace
evidence_json: {"recentAvgPerDay":1,"expectedAvgPerDay":12.23,"ratio":0.082,"recentDays":3,"latestDay":8}
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 15 → 25
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! is averaging 1 views/day recently, vs 12 expected at this age on this channel — 0.1× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-pVHLTbhPQ98
insight_id: lifecycle_phase-decline-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pVHLTbhPQ98
direction: neutral
certainty: signal
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! tapering off its peak
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! peaked at 6.0 views/day on Day 7; around Day 238 it's averaging 1.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":238,"recentAvgPerDay":1,"dropRatio":0.83,"patternLabel":"Recent 1 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Why I cant be a truck driver PT: 2 past its peak window
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Why I cant be a truck driver PT: 2 is averaging 0.0 views/day around Day 157, down from 478.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":157,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: trend
title: I STARTED A TRUCK DEALERSHIP tapering off its peak
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP peaked at 12.3 views/day on Day 1; around Day 33 it's averaging 0.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":33,"recentAvgPerDay":0.67,"dropRatio":0.95,"patternLabel":"Recent 0.67 views/day, down from peak of 12.33/day on Day 1","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-13
insight_key: hidden_gem-pn2r7K_BnVk
insight_id: hidden_gem-pn2r7K_BnVk
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: pn2r7K_BnVk
direction: positive
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? is landing better than it's spreading
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? ranks below the middle of this channel's videos on quality signals, with reach near the bottom.

context:
  This usually means the video is landing well with the viewers who do see it, but it has not reached as much of the channel's audience as the stronger performers.

evidence_json:
  {"shape":"hidden_gem","qualityScore":38,"viewRank":0,"gemGap":38,"retention":4.3,"ctr":0.3333,"engagementRate":0.0082,"viewsPerDay":9.72,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-13
insight_key: catalog_retention_tiers
insight_id: catalog_retention_tiers
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Retention is uneven across the catalog
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across 19 videos, the top quarter holds viewers at 5585.0% against 420.0% for the bottom quarter — roughly 13.3× apart, a real gap between the videos that keep viewers and the ones that lose them early.

context:
[cell repeats an earlier one in this file: 178 characters]

evidence_json:
  {"shape":"catalog_retention_tiers","pattern":"bimodal","topQuartileMean":55.85,"bottomQuartileMean":4.2,"ratio":13.298,"videos":19,"quartileSize":4}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-0_4YYhl8dO0
insight_id: lifecycle_phase-decline-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 0_4YYhl8dO0
direction: neutral
certainty: signal
title: I OPENED A DRIVE THRU! PT1 tapering off its peak
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I OPENED A DRIVE THRU! PT1 peaked at 14.3 views/day on Day 7; around Day 227 it's averaging 1.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":227,"recentAvgPerDay":1.67,"dropRatio":0.88,"patternLabel":"Recent 1.67 views/day, down from peak of 14.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-ZlI4-KgneH0
insight_id: lifecycle_phase-decline-ZlI4-KgneH0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: ZlI4-KgneH0
direction: neutral
certainty: signal
title: Post-peak window for Wish my channel made this lol.
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Wish my channel made this lol. have dropped from 61.3 at the peak (Day 13) to 0.7 around Day 200.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":200,"recentAvgPerDay":0.67,"dropRatio":0.99,"patternLabel":"Recent 0.67 views/day, down from peak of 61.33/day on Day 13","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Don’t check the sound! 🥶🥶😱😱😨😨 tapering off its peak
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Don’t check the sound! 🥶🥶😱😱😨😨 peaked at 534.7 views/day on Day 1; around Day 200 it's averaging 0.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":200,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 534.67/day on Day 1","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Who is the best Youtuber besides MrBeast? tapering off its peak
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Who is the best Youtuber besides MrBeast? peaked at 752.0 views/day on Day 1; around Day 200 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-imCOLO-l9Xs
insight_id: lifecycle_phase-decline-imCOLO-l9Xs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: neutral
certainty: signal
title: FIVE FINGER FANS HERE! past its peak window
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  FIVE FINGER FANS HERE! is averaging 1.0 views/day around Day 200, down from 176.7 views/day at its peak on Day 6.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":200,"recentAvgPerDay":1,"dropRatio":0.99,"patternLabel":"Recent 1 views/day, down from peak of 176.67/day on Day 6","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-early_burst-FGzY0KtdrZ8
insight_id: lifecycle_phase-early_burst-FGzY0KtdrZ8
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: FGzY0KtdrZ8
direction: neutral
certainty: trend
title: This video's arc
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 106 characters]

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.97,"latePct":0.03,"totalViews":191,"daysTracked":9,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Billie Eilish fans here! past its peak window
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! is averaging 1.0 views/day around Day 178, down from 590.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":178,"recentAvgPerDay":1,"dropRatio":1,"patternLabel":"Recent 1 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-13
insight_key: first_impression-pn2r7K_BnVk
insight_id: first_impression-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: pn2r7K_BnVk
direction: notable
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? — early to its first impression
generated_at: 2026-06-13T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? picked up its first impression on Day 32 (Jun 13, 2026), earlier than this channel's typical Day 34–158 band across 9 videos.

context:
  Days-to-first-impression is when YouTube began surfacing the video to anyone — across Browse, Search, Suggested, or any other surface. It tends to drift video to video; one outlier doesn't usually signal a pattern.

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"pn2r7K_BnVk","firstImpressionDate":"2026-06-13","daysToFirstImpression":32,"channelP25":34,"channelP75":158,"videosInDistribution":9,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-13\"}"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: Post-peak window for I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 have dropped from 10.3 at the peak (Day 7) to 0.3 around Day 194.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":194,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-early_burst-gTEPrm7TWpU
insight_id: lifecycle_phase-early_burst-gTEPrm7TWpU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: gTEPrm7TWpU
direction: neutral
certainty: trend
title: This video's arc
body: Most of NO LYING's views came in the first two days — 100% of the total.
generated_at: 2026-06-13T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":1,"latePct":0,"totalViews":769,"daysTracked":7,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-13
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: This video's arc
body: Most of Comment your map suggestions below!'s views came in the first two days — 99% of the total.
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 13 → 15
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.99,"latePct":0.01,"totalViews":386,"daysTracked":5,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-13
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: negative
certainty: trend
title: Weekly view trajectory flattening
body: Recent 4-week weekly slope: +14%/wk. Prior 4-week slope: +41%/wk. Sample: 8 weekly buckets.
generated_at: 2026-06-13T00:00:00Z
freshness_status: UPDATED
freshness_reason: direction flipped positive → negative
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 167 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":41,"recentRelSlopePct":14,"priorMeanWeeklyViews":65,"recentMeanWeeklyViews":204,"deltaRelSlopePct":-27,"priorSlopeViewsPerWeek":26.6,"recentSlopeViewsPerWeek":29.5}


snapshot_date: 2026-06-15
insight_key: relative_outlier-G8RciT3IC9s-ctr
insight_id: relative_outlier-G8RciT3IC9s-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: CTR ranking for Comment your map suggestions below!: #1
body: On this channel's CTR ranking, Comment your map suggestions below! holds position #1 of 5.
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"metric":"ctr","value":0.5,"mean":0,"zScore":3.1,"rank":1,"totalVideos":5,"ratioToMean":0,"outliersInMetric":1}


snapshot_date: 2026-06-15
insight_key: quiet_inventory-2026-06-15
insight_id: quiet_inventory-2026-06-15
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 23 of 27 videos
body: On this channel, 23 of 27 public videos went the last week without a single view.
generated_at: 2026-06-15T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":23,"videosTotal":27,"pctQuiet":0.8519,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-15"}


snapshot_date: 2026-06-15
insight_key: late_life_avd_jump-eju1Rb5gc7U-2026-06-15
insight_id: late_life_avd_jump-eju1Rb5gc7U-2026-06-15
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: Late-phase watch-time lift on CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-15T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On CAN I PAY OFF THIS LOAN?, the trailing 7-day avg view duration read 114s versus the prior 7 days' 96s — a 19% step 36 days past publish.

context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"late_life_avd_jump","videoId":"eju1Rb5gc7U","ageDays":36,"recentAvdSec":114,"priorAvdSec":96,"relDeltaPct":19,"recentViews":31,"priorViews":80}


snapshot_date: 2026-06-15
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are holding attention for less time
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 13 videos on this channel, average view duration was 60 seconds. Across the newer 14, it is 32 seconds.

context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.69,"changeRatio":0.53,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? past its peak window
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 0.7 views/day around Day 34, down from 36.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":34,"recentAvgPerDay":0.67,"dropRatio":0.98,"patternLabel":"Recent 0.67 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-3uVXLL053R8
insight_id: lifecycle_phase-decline-3uVXLL053R8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 3uVXLL053R8
direction: neutral
certainty: trend
title: I STARTED A ABANDONED WATER PARK! past its peak window
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A ABANDONED WATER PARK! is averaging 0.7 views/day around Day 213, down from 31.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":213,"recentAvgPerDay":0.67,"dropRatio":0.98,"patternLabel":"Recent 0.67 views/day, down from peak of 31.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-15
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: trend
title: Comment your map suggestions below! averaging below the typical curve
evidence_json: {"recentAvgPerDay":0.67,"expectedAvgPerDay":18.48,"ratio":0.036,"recentDays":3,"latestDay":10}
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! is running 0.0× this channel's typical pace at its current age — 1 views/day recently, against an expected 18.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-B4H9jdIp7AA
insight_id: lifecycle_phase-decline-B4H9jdIp7AA
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: neutral
certainty: trend
title: This was a close call!#americantrucksimulator #ats past its peak window
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats is averaging 0.7 views/day around Day 159, down from 3156.7 views/day at its peak on Day 2.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":159,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 3156.67/day on Day 2","kind":"state"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: signal
title: CAN I PAY OFF THIS LOAN? past its peak window
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 0.3 views/day around Day 36, down from 27.7 views/day at its peak on Day 16.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":36,"recentAvgPerDay":0.33,"dropRatio":0.99,"patternLabel":"Recent 0.33 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-06-15
insight_key: first_impression-G8RciT3IC9s
insight_id: first_impression-G8RciT3IC9s
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: G8RciT3IC9s
direction: notable
certainty: trend
title: Comment your map suggestions below!'s first impression at Day 8
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 34 → 26
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below!'s first impression arrived on Day 8 — ahead of the typical Day 34–158 band on this channel (9 videos).

context:
  Days-to-first-impression is when YouTube began surfacing the video to anyone — across Browse, Search, Suggested, or any other surface. It tends to drift video to video; one outlier doesn't usually signal a pattern.

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"G8RciT3IC9s","firstImpressionDate":"2026-06-13","daysToFirstImpression":8,"channelP25":34,"channelP75":158,"videosInDistribution":9,"firstImpressionsBySourceJson":"{\"Channel Page\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-15\"}"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-0_4YYhl8dO0
insight_id: lifecycle_phase-decline-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 0_4YYhl8dO0
direction: neutral
certainty: signal
title: I OPENED A DRIVE THRU! PT1 past its peak window
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I OPENED A DRIVE THRU! PT1 is averaging 1.7 views/day around Day 227, down from 14.3 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":227,"recentAvgPerDay":1.67,"dropRatio":0.88,"patternLabel":"Recent 1.67 views/day, down from peak of 14.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Don’t check the sound! 🥶🥶😱😱😨😨 past its peak window
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Don’t check the sound! 🥶🥶😱😱😨😨 is averaging 0.7 views/day around Day 200, down from 534.7 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":200,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 534.67/day on Day 1","kind":"state"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Billie Eilish fans here! tapering off its peak
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! peaked at 590.3 views/day on Day 1; around Day 178 it's averaging 1.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":178,"recentAvgPerDay":1,"dropRatio":1,"patternLabel":"Recent 1 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-15
insight_key: hidden_gem-G8RciT3IC9s
insight_id: hidden_gem-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Quality is outpacing reach on Comment your map suggestions below!
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 30 → 23
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! lands near the top of this channel's videos on quality signals, but its reach sits around the middle.

context:
  This usually means the video is landing well with the viewers who do see it, but it has not reached as much of the channel's audience as the stronger performers.

evidence_json:
  {"shape":"hidden_gem","qualityScore":90,"viewRank":50,"gemGap":40,"retention":69.6,"ctr":0.5,"engagementRate":0.0155,"viewsPerDay":64.33,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-15
insight_key: hidden_gem-pn2r7K_BnVk
insight_id: hidden_gem-pn2r7K_BnVk
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: pn2r7K_BnVk
direction: positive
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? is landing better than it's spreading
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 29 → 22
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? ranks below the middle of this channel's videos on quality signals, with reach near the bottom.

context:
[cell repeats an earlier one in this file: 161 characters]

evidence_json:
  {"shape":"hidden_gem","qualityScore":38,"viewRank":0,"gemGap":38,"retention":4.3,"ctr":0.1429,"engagementRate":0.0082,"viewsPerDay":9.35,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Post-peak window for Who is the best Youtuber besides MrBeast?
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Who is the best Youtuber besides MrBeast? have dropped from 752.0 at the peak (Day 1) to 0.0 around Day 200.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 tapering off its peak
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 peaked at 10.3 views/day on Day 7; around Day 194 it's averaging 0.3 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":194,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-decline-imCOLO-l9Xs
insight_id: lifecycle_phase-decline-imCOLO-l9Xs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: neutral
certainty: signal
title: Post-peak window for FIVE FINGER FANS HERE!
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 23 → 18
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for FIVE FINGER FANS HERE! have dropped from 176.7 at the peak (Day 6) to 1.0 around Day 200.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":200,"recentAvgPerDay":1,"dropRatio":0.99,"patternLabel":"Recent 1 views/day, down from peak of 176.67/day on Day 6","kind":"state"}


snapshot_date: 2026-06-15
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: This video's arc
generated_at: 2026-06-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  99% of Comment your map suggestions below!'s views arrived in the first two days — a front-loaded pattern.

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.99,"latePct":0.01,"totalViews":386,"daysTracked":6,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-15
insight_key: first_impression-pn2r7K_BnVk
insight_id: first_impression-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: pn2r7K_BnVk
direction: notable
certainty: trend
title: CAN BEAM NG AI ESCAPE ME?'s first impression at Day 32
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 21 → 17
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME?'s first impression arrived on Day 32 — ahead of the typical Day 34–158 band on this channel (9 videos).

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"pn2r7K_BnVk","firstImpressionDate":"2026-06-13","daysToFirstImpression":32,"channelP25":34,"channelP75":158,"videosInDistribution":9,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-13\"}"}


snapshot_date: 2026-06-15
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: negative
certainty: trend
title: Recent 4 weeks running behind the prior 4
generated_at: 2026-06-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 0 → 3
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the most recent 4 weeks, weekly views ran at +10%/wk relative slope; the 4 weeks before that ran at +40%/wk. 8 weekly buckets of history.

context:
[cell repeats an earlier one in this file: 206 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":40,"recentRelSlopePct":10,"priorMeanWeeklyViews":63,"recentMeanWeeklyViews":204,"deltaRelSlopePct":-31,"priorSlopeViewsPerWeek":25.5,"recentSlopeViewsPerWeek":19.6}


snapshot_date: 2026-06-16
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: views per day ranking for This was a close call!#americantrucksimulator #ats: #1
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's views per day ranking, This was a close call!#americantrucksimulator #ats holds position #1 of 15. 2 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":367.4615,"mean":49,"zScore":5.32,"rank":1,"totalVideos":15,"ratioToMean":7.5,"outliersInMetric":2}


snapshot_date: 2026-06-16
insight_key: first_milestone-2500-B4H9jdIp7AA
insight_id: first_milestone-2500-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":2500,"actualViews":9554,"daysToReach":26,"totalVideos":27}
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 2.5K views — after 26 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-16
insight_key: first_milestone-5000-B4H9jdIp7AA
insight_id: first_milestone-5000-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":5000,"actualViews":9554,"daysToReach":26,"totalVideos":27}
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 5.0K views — after 26 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-16
insight_key: quiet_inventory-2026-06-16
insight_id: quiet_inventory-2026-06-16
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 23 of 27 videos
body: On this channel, 23 of 27 public videos went the last week without a single view.
generated_at: 2026-06-16T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":23,"videosTotal":27,"pctQuiet":0.8519,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-16"}


snapshot_date: 2026-06-16
insight_key: relative_outlier-G8RciT3IC9s-ctr
insight_id: relative_outlier-G8RciT3IC9s-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: CTR ranking for Comment your map suggestions below!: #1
body: On this channel's CTR ranking, Comment your map suggestions below! holds position #1 of 5.
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"metric":"ctr","value":0.5,"mean":0,"zScore":2.76,"rank":1,"totalVideos":5,"ratioToMean":0,"outliersInMetric":1}


snapshot_date: 2026-06-16
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Views/day split by length on this channel
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  16 shorter (under 5 min) videos averaged 34.0 views/day (median); 10 longer (15+ min) videos averaged 2.0.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":34.05,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":1.99,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 34.05 views/day; the 10 longer (15+ min) videos get 1.99."}


snapshot_date: 2026-06-16
insight_key: time_to_peak
insight_id: time_to_peak
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: neutral
certainty: fact
title: Views arrive fast on this channel
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across 18 videos with enough history, the typical video reached 90% of its lifetime views in about 0.5 days — a short window before things settle.

context:
[cell repeats an earlier one in this file: 194 characters]

evidence_json:
  {"shape":"time_to_peak","pattern":"fast","medianDays":0.5,"qualifyingCount":18,"minViews":10,"minDays":7,"peakFractionPct":90}


snapshot_date: 2026-06-16
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Hit-driven shape on this channel
body: 48% of the lifetime views here come from a single video — 9.6K out of 19.8K across 18 videos.
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19822,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-16
insight_key: engagement_ratio_outlier-G8RciT3IC9s
insight_id: engagement_ratio_outlier-G8RciT3IC9s
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: High likes-to-view ratio on Comment your map suggestions below!
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Comment your map suggestions below!, combined engagement runs 3.5× the channel median (6 interactions on 386 views, 1.6%). 6 likes drove most of the lift.

context:
[cell repeats an earlier one in this file: 229 characters]

evidence_json:
  {"shape":"engagement_ratio_outlier","videoId":"G8RciT3IC9s","engagementRatio":0.0155,"medianRatio":0.0044,"topQuartileRatio":0.0105,"multiplierOverMedian":3.536,"dominantMetric":"likes","dominantPerView":0.0155,"dominantChannelPerView":0.0044,"videoTotalViews":386,"videoTotalLikes":6,"videoTotalComments":0,"videoTotalShares":0}


snapshot_date: 2026-06-16
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: fact
title: Comment your map suggestions below! slowing below its usual pace
evidence_json: {"recentAvgPerDay":0.33,"expectedAvgPerDay":17.91,"ratio":0.019,"recentDays":3,"latestDay":11}
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! is averaging 0 views/day recently, vs 18 expected at this age on this channel — 0.0× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-3uVXLL053R8
insight_id: lifecycle_phase-decline-3uVXLL053R8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 3uVXLL053R8
direction: neutral
certainty: trend
title: Post-peak window for I STARTED A ABANDONED WATER PARK!
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I STARTED A ABANDONED WATER PARK! have dropped from 31.3 at the peak (Day 1) to 0.3 around Day 216.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":216,"recentAvgPerDay":0.33,"dropRatio":0.99,"patternLabel":"Recent 0.33 views/day, down from peak of 31.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-B4H9jdIp7AA
insight_id: lifecycle_phase-decline-B4H9jdIp7AA
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: neutral
certainty: trend
title: This was a close call!#americantrucksimulator #ats past its peak window
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats is averaging 0.3 views/day around Day 162, down from 3156.7 views/day at its peak on Day 2.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":162,"recentAvgPerDay":0.33,"dropRatio":1,"patternLabel":"Recent 0.33 views/day, down from peak of 3156.67/day on Day 2","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-slow_burn-0ME3aXfNvKU
insight_id: lifecycle_phase-slow_burn-0ME3aXfNvKU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: This video's arc
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 113 characters]

context:
[cell repeats an earlier one in this file: 144 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"slow_burn","pattern":"slow_burn","earlyPct":0.14,"latePct":0.5,"totalViews":14,"daysTracked":12,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: trend
title: I STARTED A TRUCK DEALERSHIP past its peak window
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP is averaging 0.3 views/day around Day 36, down from 12.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":36,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 12.33/day on Day 1","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-16
insight_key: first_impression-gX8WrmSb4Hc
insight_id: first_impression-gX8WrmSb4Hc
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: gX8WrmSb4Hc
direction: notable
certainty: trend
title: I STARTED A SUPERMARKET WITH $10,000 AND A STORE — slow to its first impression
generated_at: 2026-06-16T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A SUPERMARKET WITH $10,000 AND A STORE picked up its first impression on Day 233 (Jun 16, 2026), slower than this channel's typical Day 34–158 band across 10 videos.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"gX8WrmSb4Hc","firstImpressionDate":"2026-06-16","daysToFirstImpression":233,"channelP25":34,"channelP75":158,"videosInDistribution":10,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-16\"}"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? past its peak window
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 0.7 views/day around Day 35, down from 36.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":35,"recentAvgPerDay":0.67,"dropRatio":0.98,"patternLabel":"Recent 0.67 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: trend
title: CAN I PAY OFF THIS LOAN? past its peak window
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 0.0 views/day around Day 37, down from 27.7 views/day at its peak on Day 16.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":37,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-06-16
insight_key: first_impression-G8RciT3IC9s
insight_id: first_impression-G8RciT3IC9s
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: G8RciT3IC9s
direction: notable
certainty: trend
title: Comment your map suggestions below!'s first impression at Day 8
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 25 → 29
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below!'s first impression arrived on Day 8 — ahead of the typical Day 34–158 band on this channel (10 videos).

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"G8RciT3IC9s","firstImpressionDate":"2026-06-13","daysToFirstImpression":8,"channelP25":34,"channelP75":158,"videosInDistribution":10,"firstImpressionsBySourceJson":"{\"Channel Page\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-15\"}"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-pVHLTbhPQ98
insight_id: lifecycle_phase-decline-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pVHLTbhPQ98
direction: neutral
certainty: signal
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! tapering off its peak
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! peaked at 6.0 views/day on Day 7; around Day 241 it's averaging 0.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":241,"recentAvgPerDay":0.67,"dropRatio":0.89,"patternLabel":"Recent 0.67 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-06-16
insight_key: catalog_retention_tiers
insight_id: catalog_retention_tiers
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Two retention worlds in this catalog
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  This channel's videos split on retention: the best quarter holds viewers about 13.3× as well as the weakest quarter (5585.0% vs 420.0%, across 19 videos). The catalog isn't one consistent thing — it's a strong group and a weak group.

context:
[cell repeats an earlier one in this file: 178 characters]

evidence_json:
  {"shape":"catalog_retention_tiers","pattern":"bimodal","topQuartileMean":55.85,"bottomQuartileMean":4.2,"ratio":13.298,"videos":19,"quartileSize":4}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-0_4YYhl8dO0
insight_id: lifecycle_phase-decline-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 0_4YYhl8dO0
direction: neutral
certainty: signal
title: I OPENED A DRIVE THRU! PT1 past its peak window
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I OPENED A DRIVE THRU! PT1 is averaging 0.7 views/day around Day 230, down from 14.3 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":230,"recentAvgPerDay":0.67,"dropRatio":0.95,"patternLabel":"Recent 0.67 views/day, down from peak of 14.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Don’t check the sound! 🥶🥶😱😱😨😨 past its peak window
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Don’t check the sound! 🥶🥶😱😱😨😨 is averaging 0.0 views/day around Day 203, down from 534.7 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Billie Eilish fans here! past its peak window
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! is averaging 0.7 views/day around Day 181, down from 590.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":181,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Why I cant be a truck driver PT: 2 tapering off its peak
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Why I cant be a truck driver PT: 2 peaked at 478.3 views/day on Day 1; around Day 160 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":160,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-FGzY0KtdrZ8
insight_id: lifecycle_phase-decline-FGzY0KtdrZ8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: FGzY0KtdrZ8
direction: neutral
certainty: signal
title: What is the best season? past its peak window
generated_at: 2026-06-16T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  What is the best season? is averaging 0.3 views/day around Day 197, down from 61.7 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":197,"recentAvgPerDay":0.33,"dropRatio":0.99,"patternLabel":"Recent 0.33 views/day, down from peak of 61.67/day on Day 7","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 tapering off its peak
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 peaked at 10.3 views/day on Day 7; around Day 197 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":197,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-16
insight_key: hidden_gem-G8RciT3IC9s
insight_id: hidden_gem-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! is landing better than it's spreading
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! ranks near the top of this channel's videos on quality signals, with reach around the middle.

context:
[cell repeats an earlier one in this file: 161 characters]

evidence_json:
  {"shape":"hidden_gem","qualityScore":90,"viewRank":50,"gemGap":40,"retention":69.6,"ctr":0.5,"engagementRate":0.0155,"viewsPerDay":55.14,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-ZlI4-KgneH0
insight_id: lifecycle_phase-decline-ZlI4-KgneH0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: ZlI4-KgneH0
direction: neutral
certainty: signal
title: Post-peak window for Wish my channel made this lol.
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Wish my channel made this lol. have dropped from 61.3 at the peak (Day 13) to 0.0 around Day 203.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-imCOLO-l9Xs
insight_id: lifecycle_phase-decline-imCOLO-l9Xs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: neutral
certainty: signal
title: Post-peak window for FIVE FINGER FANS HERE!
generated_at: 2026-06-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for FIVE FINGER FANS HERE! have dropped from 176.7 at the peak (Day 6) to 0.0 around Day 203.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","kind":"state"}


snapshot_date: 2026-06-16
insight_key: hidden_gem-pn2r7K_BnVk
insight_id: hidden_gem-pn2r7K_BnVk
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: pn2r7K_BnVk
direction: positive
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? looks stronger than its reach
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, CAN BEAM NG AI ESCAPE ME? sits below the middle of its videos on quality signals, while its reach sits near the bottom.

context:
[cell repeats an earlier one in this file: 161 characters]

evidence_json:
  {"shape":"hidden_gem","qualityScore":38,"viewRank":0,"gemGap":38,"retention":4.3,"ctr":0.2222,"engagementRate":0.0082,"viewsPerDay":9.04,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Post-peak window for Who is the best Youtuber besides MrBeast?
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Who is the best Youtuber besides MrBeast? have dropped from 752.0 at the peak (Day 1) to 0.0 around Day 203.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-early_burst-gTEPrm7TWpU
insight_id: lifecycle_phase-early_burst-gTEPrm7TWpU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: gTEPrm7TWpU
direction: neutral
certainty: trend
title: This video's arc
body: Most of NO LYING's views came in the first two days — 100% of the total.
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":1,"latePct":0,"totalViews":769,"daysTracked":8,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-16
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: This video's arc
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  99% of Comment your map suggestions below!'s views arrived in the first two days — a front-loaded pattern.

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.99,"latePct":0.01,"totalViews":386,"daysTracked":7,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-16
insight_key: first_impression-pn2r7K_BnVk
insight_id: first_impression-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: pn2r7K_BnVk
direction: notable
certainty: trend
title: CAN BEAM NG AI ESCAPE ME?'s first impression at Day 32
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME?'s first impression arrived on Day 32 — ahead of the typical Day 34–158 band on this channel (10 videos).

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"pn2r7K_BnVk","firstImpressionDate":"2026-06-13","daysToFirstImpression":32,"channelP25":34,"channelP75":158,"videosInDistribution":10,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-16\"}"}


snapshot_date: 2026-06-16
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: negative
certainty: trend
title: Recent 4 weeks running behind the prior 4
generated_at: 2026-06-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the most recent 4 weeks, weekly views ran at +3%/wk relative slope; the 4 weeks before that ran at +44%/wk. 8 weekly buckets of history.

context:
[cell repeats an earlier one in this file: 206 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":44,"recentRelSlopePct":3,"priorMeanWeeklyViews":63,"recentMeanWeeklyViews":203,"deltaRelSlopePct":-42,"priorSlopeViewsPerWeek":27.8,"recentSlopeViewsPerWeek":5.6}


snapshot_date: 2026-06-17
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats ranks #1 on views per day
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats ranks #1 of 15 on this channel for views per day. 2 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":367.4615,"mean":49,"zScore":5.32,"rank":1,"totalVideos":15,"ratioToMean":7.5,"outliersInMetric":2}


snapshot_date: 2026-06-17
insight_key: channel_window_trend-prev-source_diversity-2026-06-17
insight_id: channel_window_trend-prev-source_diversity-2026-06-17
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Traffic drawn from a narrower spread of sources lately
generated_at: 2026-06-17T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 7 days this channel's views came from a narrower spread of traffic sources than the 7 days before.

context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"channel_window_trend","metric":"source_diversity","mode":"prev","current":0.21,"baseline":0.33,"relDeltaPct":-36,"windowDays":7,"currentN":3,"baselineN":7}


snapshot_date: 2026-06-17
insight_key: quiet_inventory-2026-06-17
insight_id: quiet_inventory-2026-06-17
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 27 videos
body: 24 of 27 public videos received no views in the last seven days.
generated_at: 2026-06-17T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":24,"videosTotal":27,"pctQuiet":0.8889,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-17"}


snapshot_date: 2026-06-17
insight_key: relative_outlier-G8RciT3IC9s-ctr
insight_id: relative_outlier-G8RciT3IC9s-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: #1 on CTR — Comment your map suggestions below!
body: Out of 5 videos on this channel, Comment your map suggestions below! sits at #1 on CTR.
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"metric":"ctr","value":0.5,"mean":0,"zScore":2.99,"rank":1,"totalVideos":5,"ratioToMean":0,"outliersInMetric":1}


snapshot_date: 2026-06-17
insight_key: source_dropout:eju1Rb5gc7U:7:2026-06-17
insight_id: source_dropout:eju1Rb5gc7U:7:2026-06-17
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: eju1Rb5gc7U
direction: negative
certainty: signal
title: Suggested Videos fell silent on CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-17T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 7 days, CAN I PAY OFF THIS LOAN? received no Suggested Videos views; the prior 14-day window held 97 from that source.

context:
  Sources going quiet often reflect a recommendation surface naturally winding down for an older video; it's typically more notable on newer videos than on long-tail catalog.

evidence_json:
  {"shape":"source_dropout","videoId":"eju1Rb5gc7U","sourceId":7,"sourceName":"Suggested Videos","priorViews":97,"recentViews":0,"priorWindowStart":"2026-05-14","priorWindowEnd":"2026-05-27","recentWindowStart":"2026-06-11","recentWindowEnd":"2026-06-17"}


snapshot_date: 2026-06-17
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos leading on views/day here
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 34.0 across 16 shorter (under 5 min) videos, 2.0 across 10 longer (15+ min) videos.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":34.05,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":1.99,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 34.05 views/day; the 10 longer (15+ min) videos get 1.99."}


snapshot_date: 2026-06-17
insight_key: time_to_peak
insight_id: time_to_peak
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: neutral
certainty: fact
title: Most of a video's views land within 0.5 days
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, videos have usually collected 90% of their lifetime views within 0.5 days of going up (median across 18 videos) — by then, most of what a video will do has already happened.

context:
[cell repeats an earlier one in this file: 194 characters]

evidence_json:
  {"shape":"time_to_peak","pattern":"fast","medianDays":0.5,"qualifyingCount":18,"minViews":10,"minDays":7,"peakFractionPct":90}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: Post-peak window for CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-06-17T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN BEAM NG AI ESCAPE ME? have dropped from 36.3 at the peak (Day 1) to 0.3 around Day 36.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":36,"recentAvgPerDay":0.33,"dropRatio":0.99,"patternLabel":"Recent 0.33 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-3uVXLL053R8
insight_id: lifecycle_phase-decline-3uVXLL053R8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 3uVXLL053R8
direction: neutral
certainty: trend
title: I STARTED A ABANDONED WATER PARK! tapering off its peak
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A ABANDONED WATER PARK! peaked at 31.3 views/day on Day 1; around Day 216 it's averaging 0.3 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":216,"recentAvgPerDay":0.33,"dropRatio":0.99,"patternLabel":"Recent 0.33 views/day, down from peak of 31.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-17
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: fact
title: Comment your map suggestions below! below typical pace
evidence_json: {"recentAvgPerDay":0.33,"expectedAvgPerDay":17.91,"ratio":0.019,"recentDays":3,"latestDay":11}
generated_at: 2026-06-17T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 46 → 37
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for Comment your map suggestions below!: 0. Expected at this age on this channel: 18. That puts it at 0.0× typical.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-B4H9jdIp7AA
insight_id: lifecycle_phase-decline-B4H9jdIp7AA
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: neutral
certainty: trend
title: This was a close call!#americantrucksimulator #ats tapering off its peak
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats peaked at 3156.7 views/day on Day 2; around Day 162 it's averaging 0.3 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":162,"recentAvgPerDay":0.33,"dropRatio":1,"patternLabel":"Recent 0.33 views/day, down from peak of 3156.67/day on Day 2","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: trend
title: Post-peak window for I STARTED A TRUCK DEALERSHIP
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I STARTED A TRUCK DEALERSHIP have dropped from 12.3 at the peak (Day 1) to 0.3 around Day 36.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":36,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 12.33/day on Day 1","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: trend
title: Post-peak window for CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN I PAY OFF THIS LOAN? have dropped from 27.7 at the peak (Day 16) to 0.0 around Day 37.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":37,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-06-17
insight_key: first_impression-G8RciT3IC9s
insight_id: first_impression-G8RciT3IC9s
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: G8RciT3IC9s
direction: notable
certainty: trend
title: Day 8 for Comment your map suggestions below! — ahead of the typical band
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! reached its first impression in 8 days, faster than the typical Day 34–158 band measured across 10 videos here.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"G8RciT3IC9s","firstImpressionDate":"2026-06-13","daysToFirstImpression":8,"channelP25":34,"channelP75":158,"videosInDistribution":10,"firstImpressionsBySourceJson":"{\"Channel Page\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-15\"}"}


snapshot_date: 2026-06-17
insight_key: first_impression-gX8WrmSb4Hc
insight_id: first_impression-gX8WrmSb4Hc
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: gX8WrmSb4Hc
direction: notable
certainty: trend
title: Day 233 for I STARTED A SUPERMARKET WITH $10,000 AND A STORE — past the typical band
generated_at: 2026-06-17T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 37 → 29
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A SUPERMARKET WITH $10,000 AND A STORE took 233 days to its first impression, sitting outside the typical Day 34–158 band measured across 10 videos here.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"gX8WrmSb4Hc","firstImpressionDate":"2026-06-16","daysToFirstImpression":233,"channelP25":34,"channelP75":158,"videosInDistribution":10,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-16\"}"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-pVHLTbhPQ98
insight_id: lifecycle_phase-decline-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pVHLTbhPQ98
direction: neutral
certainty: signal
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! past its peak window
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! is averaging 0.7 views/day around Day 241, down from 6.0 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":241,"recentAvgPerDay":0.67,"dropRatio":0.89,"patternLabel":"Recent 0.67 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Post-peak window for Why I cant be a truck driver PT: 2
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Why I cant be a truck driver PT: 2 have dropped from 478.3 at the peak (Day 1) to 0.0 around Day 160.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":160,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-0_4YYhl8dO0
insight_id: lifecycle_phase-decline-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 0_4YYhl8dO0
direction: neutral
certainty: signal
title: Post-peak window for I OPENED A DRIVE THRU! PT1
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I OPENED A DRIVE THRU! PT1 have dropped from 14.3 at the peak (Day 7) to 0.7 around Day 230.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":230,"recentAvgPerDay":0.67,"dropRatio":0.95,"patternLabel":"Recent 0.67 views/day, down from peak of 14.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Post-peak window for Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Don’t check the sound! 🥶🥶😱😱😨😨 have dropped from 534.7 at the peak (Day 1) to 0.0 around Day 203.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Post-peak window for Billie Eilish fans here!
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Billie Eilish fans here! have dropped from 590.3 at the peak (Day 1) to 0.7 around Day 181.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":181,"recentAvgPerDay":0.67,"dropRatio":1,"patternLabel":"Recent 0.67 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-17
insight_key: hidden_gem-G8RciT3IC9s
insight_id: hidden_gem-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! looks stronger than its reach
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, Comment your map suggestions below! sits near the top of its videos on quality signals, while its reach sits around the middle.

context:
[cell repeats an earlier one in this file: 161 characters]

evidence_json:
  {"shape":"hidden_gem","qualityScore":90,"viewRank":50,"gemGap":40,"retention":69.6,"ctr":0.5,"engagementRate":0.0155,"viewsPerDay":55.14,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-17
insight_key: hidden_gem-pn2r7K_BnVk
insight_id: hidden_gem-pn2r7K_BnVk
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: pn2r7K_BnVk
direction: positive
certainty: trend
title: Quality is outpacing reach on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? lands below the middle of this channel's videos on quality signals, but its reach sits near the bottom.

context:
[cell repeats an earlier one in this file: 161 characters]

evidence_json:
  {"shape":"hidden_gem","qualityScore":38,"viewRank":0,"gemGap":38,"retention":4.3,"ctr":0.1667,"engagementRate":0.0082,"viewsPerDay":8.71,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Who is the best Youtuber besides MrBeast? past its peak window
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Who is the best Youtuber besides MrBeast? is averaging 0.0 views/day around Day 203, down from 752.0 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 past its peak window
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 is averaging 0.0 views/day around Day 197, down from 10.3 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":197,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-ZlI4-KgneH0
insight_id: lifecycle_phase-decline-ZlI4-KgneH0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: ZlI4-KgneH0
direction: neutral
certainty: signal
title: Wish my channel made this lol. past its peak window
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Wish my channel made this lol. is averaging 0.0 views/day around Day 203, down from 61.3 views/day at its peak on Day 13.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","kind":"state"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-imCOLO-l9Xs
insight_id: lifecycle_phase-decline-imCOLO-l9Xs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: neutral
certainty: signal
title: FIVE FINGER FANS HERE! tapering off its peak
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  FIVE FINGER FANS HERE! peaked at 176.7 views/day on Day 6; around Day 203 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","kind":"state"}


snapshot_date: 2026-06-17
insight_key: first_impression-pn2r7K_BnVk
insight_id: first_impression-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: pn2r7K_BnVk
direction: notable
certainty: trend
title: Day 32 for CAN BEAM NG AI ESCAPE ME? — ahead of the typical band
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? reached its first impression in 32 days, faster than the typical Day 34–158 band measured across 10 videos here.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"pn2r7K_BnVk","firstImpressionDate":"2026-06-13","daysToFirstImpression":32,"channelP25":34,"channelP75":158,"videosInDistribution":10,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-16\"}"}


snapshot_date: 2026-06-17
insight_key: lifecycle_phase-decline-FGzY0KtdrZ8
insight_id: lifecycle_phase-decline-FGzY0KtdrZ8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: FGzY0KtdrZ8
direction: neutral
certainty: signal
title: What is the best season? tapering off its peak
generated_at: 2026-06-17T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 23 → 18
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  What is the best season? peaked at 61.7 views/day on Day 7; around Day 197 it's averaging 0.3 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":197,"recentAvgPerDay":0.33,"dropRatio":0.99,"patternLabel":"Recent 0.33 views/day, down from peak of 61.67/day on Day 7","kind":"state"}


snapshot_date: 2026-06-17
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: negative
certainty: trend
title: Weekly view rate climbing more slowly
generated_at: 2026-06-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was +39%/wk across the prior 4 weeks; it's -1%/wk across the most recent 4 (8 weeks of history).

context:
[cell repeats an earlier one in this file: 219 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":39,"recentRelSlopePct":-1,"priorMeanWeeklyViews":62,"recentMeanWeeklyViews":201,"deltaRelSlopePct":-40,"priorSlopeViewsPerWeek":24,"recentSlopeViewsPerWeek":-2.7}


snapshot_date: 2026-06-19
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: views per day ranking for This was a close call!#americantrucksimulator #ats: #1
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 193 characters]

evidence_json:
  {"metric":"viewsPerDay","value":353.8519,"mean":44.9167,"zScore":5.7,"rank":1,"totalVideos":15,"ratioToMean":7.88,"outliersInMetric":2}


snapshot_date: 2026-06-19
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: positive
certainty: fact
title: Recent videos are earning higher CTR
generated_at: 2026-06-19T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 13 videos on this channel, median CTR was 0.0%. Across the newer 14, it is 10.5%.

context:
  Catalog-wide shifts like this usually reflect the newer batch packaging or topic mix landing differently than the earlier run, rather than one single breakout video.

evidence_json:
  {"shape":"generation_improvement","metric":"ctr","olderAvg":0,"newerAvg":10.5,"ppChange":10.5,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-19
insight_key: first_milestone-2500-B4H9jdIp7AA
insight_id: first_milestone-2500-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":2500,"actualViews":9554,"daysToReach":27,"totalVideos":27}
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 2.5K views — after 27 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-19
insight_key: first_milestone-5000-B4H9jdIp7AA
insight_id: first_milestone-5000-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":5000,"actualViews":9554,"daysToReach":27,"totalVideos":27}
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 5.0K views — after 27 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-19
insight_key: quiet_inventory-2026-06-19
insight_id: quiet_inventory-2026-06-19
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 27 videos
body: On this channel, 24 of 27 public videos went the last week without a single view.
generated_at: 2026-06-19T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":24,"videosTotal":27,"pctQuiet":0.8889,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-19"}


snapshot_date: 2026-06-19
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos leading on views/day here
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 31.1 across 16 shorter (under 5 min) videos, 1.8 across 10 longer (15+ min) videos.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":31.14,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":1.83,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 31.14 views/day; the 10 longer (15+ min) videos get 1.83."}


snapshot_date: 2026-06-19
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: fact
title: Comment your map suggestions below! slowing below its usual pace
evidence_json: {"recentAvgPerDay":0,"expectedAvgPerDay":38.93,"ratio":0,"recentDays":3,"latestDay":14}
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 36 → 48
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! is averaging 0 views/day recently, vs 39 expected at this age on this channel — 0.0× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-19
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carries most of the views
body: One video holds 48% of this channel's lifetime views (9.6K of 19.8K across 18 videos).
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19826,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-3uVXLL053R8
insight_id: lifecycle_phase-decline-3uVXLL053R8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 3uVXLL053R8
direction: neutral
certainty: trend
title: Post-peak window for I STARTED A ABANDONED WATER PARK!
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I STARTED A ABANDONED WATER PARK! have dropped from 31.3 at the peak (Day 1) to 0.0 around Day 219.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":219,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-19
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are losing viewers sooner
body: The earlier 13 videos here averaged 60 seconds watched; the newer 14 are averaging 32.
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.61,"changeRatio":0.53,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-B4H9jdIp7AA
insight_id: lifecycle_phase-decline-B4H9jdIp7AA
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: neutral
certainty: trend
title: This was a close call!#americantrucksimulator #ats past its peak window
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats is averaging 0.0 views/day around Day 165, down from 3156.7 views/day at its peak on Day 2.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":165,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-slow_burn-0ME3aXfNvKU
insight_id: lifecycle_phase-slow_burn-0ME3aXfNvKU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: This video's arc
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 116 characters]

context:
[cell repeats an earlier one in this file: 144 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"slow_burn","pattern":"slow_burn","earlyPct":0.14,"latePct":0.5,"totalViews":14,"daysTracked":13,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-06-19
insight_key: first_impression-0ME3aXfNvKU
insight_id: first_impression-0ME3aXfNvKU
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: 0ME3aXfNvKU
direction: notable
certainty: trend
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS!'s first impression at Day 218
generated_at: 2026-06-19T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, the typical first impression arrives in the Day 34–158 band (11 videos). I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS!'s landed on Day 218.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"0ME3aXfNvKU","firstImpressionDate":"2026-06-19","daysToFirstImpression":218,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-19\"}"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: trend
title: I STARTED A TRUCK DEALERSHIP tapering off its peak
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP peaked at 12.3 views/day on Day 1; around Day 39 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":39,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 12.33/day on Day 1","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: trend
title: Post-peak window for CAN I PAY OFF THIS LOAN?
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN I PAY OFF THIS LOAN? have dropped from 27.7 at the peak (Day 16) to 1.0 around Day 40.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":40,"recentAvgPerDay":1,"dropRatio":0.96,"patternLabel":"Recent 1 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? past its peak window
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 0.7 views/day around Day 38, down from 36.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":38,"recentAvgPerDay":0.67,"dropRatio":0.98,"patternLabel":"Recent 0.67 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-19
insight_key: hidden_gem-0ME3aXfNvKU
insight_id: hidden_gem-0ME3aXfNvKU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! is landing better than it's spreading
generated_at: 2026-06-19T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! ranks below the middle of this channel's videos on quality signals, with reach near the bottom.

context:
[cell repeats an earlier one in this file: 161 characters]

evidence_json:
  {"shape":"hidden_gem","qualityScore":40,"viewRank":0,"gemGap":40,"retention":2.6,"ctr":0,"engagementRate":0.0714,"viewsPerDay":1.08,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-pVHLTbhPQ98
insight_id: lifecycle_phase-decline-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pVHLTbhPQ98
direction: neutral
certainty: signal
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! past its peak window
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! is averaging 0.0 views/day around Day 244, down from 6.0 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":244,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-06-19
insight_key: first_impression-G8RciT3IC9s
insight_id: first_impression-G8RciT3IC9s
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: G8RciT3IC9s
direction: notable
certainty: trend
title: Comment your map suggestions below!'s first impression at Day 8
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below!'s first impression arrived on Day 8 — ahead of the typical Day 34–158 band on this channel (11 videos).

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"G8RciT3IC9s","firstImpressionDate":"2026-06-13","daysToFirstImpression":8,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Channel Page\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-15\"}"}


snapshot_date: 2026-06-19
insight_key: first_impression-gX8WrmSb4Hc
insight_id: first_impression-gX8WrmSb4Hc
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: gX8WrmSb4Hc
direction: notable
certainty: trend
title: Day 233 for I STARTED A SUPERMARKET WITH $10,000 AND A STORE — past the typical band
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A SUPERMARKET WITH $10,000 AND A STORE took 233 days to its first impression, sitting outside the typical Day 34–158 band measured across 11 videos here.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"gX8WrmSb4Hc","firstImpressionDate":"2026-06-16","daysToFirstImpression":233,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-16\"}"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-0_4YYhl8dO0
insight_id: lifecycle_phase-decline-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 0_4YYhl8dO0
direction: neutral
certainty: signal
title: I OPENED A DRIVE THRU! PT1 tapering off its peak
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I OPENED A DRIVE THRU! PT1 peaked at 14.3 views/day on Day 7; around Day 233 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":233,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Billie Eilish fans here! past its peak window
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! is averaging 0.0 views/day around Day 184, down from 590.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":184,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Post-peak window for Why I cant be a truck driver PT: 2
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Why I cant be a truck driver PT: 2 have dropped from 478.3 at the peak (Day 1) to 0.0 around Day 163.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":163,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Don’t check the sound! 🥶🥶😱😱😨😨 tapering off its peak
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Don’t check the sound! 🥶🥶😱😱😨😨 peaked at 534.7 views/day on Day 1; around Day 206 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":206,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-early_burst-gTEPrm7TWpU
insight_id: lifecycle_phase-early_burst-gTEPrm7TWpU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: gTEPrm7TWpU
direction: neutral
certainty: trend
title: This video's arc
body: Most of NO LYING's views came in the first two days — 100% of the total.
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":1,"latePct":0,"totalViews":769,"daysTracked":9,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Who is the best Youtuber besides MrBeast? tapering off its peak
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Who is the best Youtuber besides MrBeast? peaked at 752.0 views/day on Day 1; around Day 206 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":206,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-FGzY0KtdrZ8
insight_id: lifecycle_phase-decline-FGzY0KtdrZ8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: FGzY0KtdrZ8
direction: neutral
certainty: signal
title: What is the best season? past its peak window
generated_at: 2026-06-19T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  What is the best season? is averaging 0.0 views/day around Day 200, down from 61.7 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 tapering off its peak
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 peaked at 10.3 views/day on Day 7; around Day 200 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: This video's arc
body: Most of Comment your map suggestions below!'s views came in the first two days — 99% of the total.
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.99,"latePct":0.01,"totalViews":386,"daysTracked":8,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-ZlI4-KgneH0
insight_id: lifecycle_phase-decline-ZlI4-KgneH0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: ZlI4-KgneH0
direction: neutral
certainty: signal
title: Post-peak window for Wish my channel made this lol.
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Wish my channel made this lol. have dropped from 61.3 at the peak (Day 13) to 0.0 around Day 206.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":206,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","kind":"state"}


snapshot_date: 2026-06-19
insight_key: lifecycle_phase-decline-imCOLO-l9Xs
insight_id: lifecycle_phase-decline-imCOLO-l9Xs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: neutral
certainty: signal
title: Post-peak window for FIVE FINGER FANS HERE!
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for FIVE FINGER FANS HERE! have dropped from 176.7 at the peak (Day 6) to 0.0 around Day 206.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":206,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","kind":"state"}


snapshot_date: 2026-06-19
insight_key: source_dropout:G3X-t3NKOSE:7:2026-06-19
insight_id: source_dropout:G3X-t3NKOSE:7:2026-06-19
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: G3X-t3NKOSE
direction: negative
certainty: signal
title: Suggested Videos fell silent on I STARTED A TRUCK DEALERSHIP
generated_at: 2026-06-19T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 7 days, I STARTED A TRUCK DEALERSHIP received no Suggested Videos views; the prior 14-day window held 31 from that source.

context:
  Sources going quiet often reflect a recommendation surface naturally winding down for an older video; it's typically more notable on newer videos than on long-tail catalog.

evidence_json:
  {"shape":"source_dropout","videoId":"G3X-t3NKOSE","sourceId":7,"sourceName":"Suggested Videos","priorViews":31,"recentViews":0,"priorWindowStart":"2026-05-16","priorWindowEnd":"2026-05-29","recentWindowStart":"2026-06-13","recentWindowEnd":"2026-06-19"}


snapshot_date: 2026-06-19
insight_key: first_impression-pn2r7K_BnVk
insight_id: first_impression-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: pn2r7K_BnVk
direction: notable
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? — early to its first impression
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? picked up its first impression on Day 32 (Jun 13, 2026), earlier than this channel's typical Day 34–158 band across 11 videos.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"pn2r7K_BnVk","firstImpressionDate":"2026-06-13","daysToFirstImpression":32,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-16\"}"}


snapshot_date: 2026-06-19
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: negative
certainty: trend
title: Recent 4 weeks running behind the prior 4
generated_at: 2026-06-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the most recent 4 weeks, weekly views ran at -8%/wk relative slope; the 4 weeks before that ran at +34%/wk. 8 weekly buckets of history.

context:
[cell repeats an earlier one in this file: 206 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":34,"recentRelSlopePct":-8,"priorMeanWeeklyViews":62,"recentMeanWeeklyViews":201,"deltaRelSlopePct":-43,"priorSlopeViewsPerWeek":21.3,"recentSlopeViewsPerWeek":-16.4}


snapshot_date: 2026-06-20
insight_key: suggested_surge-2026-06-19-2026-06-20
insight_id: suggested_surge-2026-06-19-2026-06-20
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: positive
certainty: fact
title: Suggested wider, 2 days running
generated_at: 2026-06-20T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Channel-wide Suggested Videos impressions sustained at or above twice their prior 7-day median across 2 days; today's lift versus that baseline reads 7.5x.

context:
  Stretches above the Suggested baseline often last a few days to a week and frequently pair with a same-window rise in views. They commonly resolve as the surface settles back toward typical.

evidence_json:
  {"shape":"suggested_surge","startDate":"2026-06-19","endDate":"2026-06-20","sustainedDays":2,"liftX":7.5,"todayImpressions":15,"baselineMedianImpressions":2}


snapshot_date: 2026-06-20
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: #1 on views per day — This was a close call!#americantrucksimulator #ats
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 190 characters]

evidence_json:
  {"metric":"viewsPerDay","value":353.8519,"mean":44.9167,"zScore":5.67,"rank":1,"totalVideos":15,"ratioToMean":7.88,"outliersInMetric":2}


snapshot_date: 2026-06-20
insight_key: quiet_inventory-2026-06-20
insight_id: quiet_inventory-2026-06-20
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 25 of 27 videos
body: On this channel, 25 of 27 public videos went the last week without a single view.
generated_at: 2026-06-20T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":25,"videosTotal":27,"pctQuiet":0.9259,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-20"}


snapshot_date: 2026-06-20
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: positive
certainty: fact
title: Recent videos are earning higher CTR
body: Across the earlier 13 videos on this channel, median CTR was 0.0%. Across the newer 14, it is 8.7%.
generated_at: 2026-06-20T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
  Catalog-wide shifts like this usually reflect the newer batch packaging or topic mix landing differently than the earlier run, rather than one single breakout video.

evidence_json:
  {"shape":"generation_improvement","metric":"ctr","olderAvg":0,"newerAvg":8.74,"ppChange":8.74,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-20
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos getting more views/day
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  The 16 shorter (under 5 min) videos on this channel average 31.1 views/day (median). The 10 longer (15+ min) videos average 1.8.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":31.14,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":1.83,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 31.14 views/day; the 10 longer (15+ min) videos get 1.83."}


snapshot_date: 2026-06-20
insight_key: relative_outlier-G8RciT3IC9s-ctr
insight_id: relative_outlier-G8RciT3IC9s-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: Comment your map suggestions below! ranks #1 on CTR
body: Comment your map suggestions below! ranks #1 of 5 on this channel for CTR.
generated_at: 2026-06-20T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"metric":"ctr","value":0.5,"mean":0.12,"zScore":2.14,"rank":1,"totalVideos":5,"ratioToMean":4.17,"outliersInMetric":1}


snapshot_date: 2026-06-20
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? past its peak window
generated_at: 2026-06-20T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is averaging 0.3 views/day around Day 39, down from 36.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":39,"recentAvgPerDay":0.33,"dropRatio":0.99,"patternLabel":"Recent 0.33 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-20
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: fact
title: Comment your map suggestions below! below typical pace
evidence_json: {"recentAvgPerDay":0,"expectedAvgPerDay":38.93,"ratio":0,"recentDays":3,"latestDay":14}
generated_at: 2026-06-20T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 56 → 46
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for Comment your map suggestions below!: 0. Expected at this age on this channel: 39. That puts it at 0.0× typical.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-20
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: trend
title: CAN I PAY OFF THIS LOAN? past its peak window
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 1.0 views/day around Day 41, down from 27.7 views/day at its peak on Day 16.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":41,"recentAvgPerDay":1,"dropRatio":0.96,"patternLabel":"Recent 1 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-06-20
insight_key: first_impression-G8RciT3IC9s
insight_id: first_impression-G8RciT3IC9s
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: G8RciT3IC9s
direction: notable
certainty: trend
title: Comment your map suggestions below! — early to its first impression
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! picked up its first impression on Day 8 (Jun 13, 2026), earlier than this channel's typical Day 34–158 band across 11 videos.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"G8RciT3IC9s","firstImpressionDate":"2026-06-13","daysToFirstImpression":8,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Channel Page\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-15\"}"}


snapshot_date: 2026-06-20
insight_key: first_impression-gX8WrmSb4Hc
insight_id: first_impression-gX8WrmSb4Hc
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: gX8WrmSb4Hc
direction: notable
certainty: trend
title: I STARTED A SUPERMARKET WITH $10,000 AND A STORE — slow to its first impression
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A SUPERMARKET WITH $10,000 AND A STORE picked up its first impression on Day 233 (Jun 16, 2026), slower than this channel's typical Day 34–158 band across 11 videos.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"gX8WrmSb4Hc","firstImpressionDate":"2026-06-16","daysToFirstImpression":233,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-16\"}"}


snapshot_date: 2026-06-20
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: CAN I PAY OFF THIS LOAN? held 60% of the past week
body: Across the past week of channel views, CAN I PAY OFF THIS LOAN? accounted for 60%.
generated_at: 2026-06-20T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"eju1Rb5gc7U","topVideoShare7d":0.6,"top3VideoShare7d":1,"asOf":"2026-06-20","videosCounted":18}


snapshot_date: 2026-06-20
insight_key: first_impression-0ME3aXfNvKU
insight_id: first_impression-0ME3aXfNvKU
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: 0ME3aXfNvKU
direction: notable
certainty: trend
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! — slow to its first impression
generated_at: 2026-06-20T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 40 → 31
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! picked up its first impression on Day 218 (Jun 19, 2026), slower than this channel's typical Day 34–158 band across 11 videos.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"0ME3aXfNvKU","firstImpressionDate":"2026-06-19","daysToFirstImpression":218,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-19\"}"}


snapshot_date: 2026-06-20
insight_key: lifecycle_phase-decline-pVHLTbhPQ98
insight_id: lifecycle_phase-decline-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pVHLTbhPQ98
direction: neutral
certainty: signal
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! tapering off its peak
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! peaked at 6.0 views/day on Day 7; around Day 244 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":244,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-06-20
insight_key: source_dropout:G3X-t3NKOSE:7:2026-06-20
insight_id: source_dropout:G3X-t3NKOSE:7:2026-06-20
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: G3X-t3NKOSE
direction: negative
certainty: signal
title: Suggested Videos fell silent on I STARTED A TRUCK DEALERSHIP
generated_at: 2026-06-20T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 7 days, I STARTED A TRUCK DEALERSHIP received no Suggested Videos views; the prior 14-day window held 41 from that source.

context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"source_dropout","videoId":"G3X-t3NKOSE","sourceId":7,"sourceName":"Suggested Videos","priorViews":41,"recentViews":0,"priorWindowStart":"2026-05-17","priorWindowEnd":"2026-05-30","recentWindowStart":"2026-06-14","recentWindowEnd":"2026-06-20"}


snapshot_date: 2026-06-20
insight_key: hidden_gem-0ME3aXfNvKU
insight_id: hidden_gem-0ME3aXfNvKU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: Quality is outpacing reach on I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS!
generated_at: 2026-06-20T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 34 → 26
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! lands below the middle of this channel's videos on quality signals, but its reach sits near the bottom.

context:
[cell repeats an earlier one in this file: 161 characters]

evidence_json:
  {"shape":"hidden_gem","qualityScore":40,"viewRank":0,"gemGap":40,"retention":2.6,"ctr":0,"engagementRate":0.0714,"viewsPerDay":1.08,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-20
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Post-peak window for Who is the best Youtuber besides MrBeast?
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Who is the best Youtuber besides MrBeast? have dropped from 752.0 at the peak (Day 1) to 0.0 around Day 206.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":206,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-20
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: Post-peak window for I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 have dropped from 10.3 at the peak (Day 7) to 0.0 around Day 200.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-20
insight_key: lifecycle_phase-decline-ZlI4-KgneH0
insight_id: lifecycle_phase-decline-ZlI4-KgneH0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: ZlI4-KgneH0
direction: neutral
certainty: signal
title: Wish my channel made this lol. past its peak window
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Wish my channel made this lol. is averaging 0.0 views/day around Day 206, down from 61.3 views/day at its peak on Day 13.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":206,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","kind":"state"}


snapshot_date: 2026-06-20
insight_key: lifecycle_phase-decline-imCOLO-l9Xs
insight_id: lifecycle_phase-decline-imCOLO-l9Xs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: neutral
certainty: signal
title: FIVE FINGER FANS HERE! past its peak window
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  FIVE FINGER FANS HERE! is averaging 0.0 views/day around Day 206, down from 176.7 views/day at its peak on Day 6.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":206,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","kind":"state"}


snapshot_date: 2026-06-20
insight_key: lifecycle_phase-decline-FGzY0KtdrZ8
insight_id: lifecycle_phase-decline-FGzY0KtdrZ8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: FGzY0KtdrZ8
direction: neutral
certainty: signal
title: What is the best season? tapering off its peak
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  What is the best season? peaked at 61.7 views/day on Day 7; around Day 200 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","kind":"state"}


snapshot_date: 2026-06-20
insight_key: first_impression-pn2r7K_BnVk
insight_id: first_impression-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: pn2r7K_BnVk
direction: notable
certainty: trend
title: Day 32 for CAN BEAM NG AI ESCAPE ME? — ahead of the typical band
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? reached its first impression in 32 days, faster than the typical Day 34–158 band measured across 11 videos here.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"pn2r7K_BnVk","firstImpressionDate":"2026-06-13","daysToFirstImpression":32,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-16\"}"}


snapshot_date: 2026-06-20
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: negative
certainty: trend
title: Weekly view trajectory flattening
body: Recent 4-week weekly slope: -17%/wk. Prior 4-week slope: +22%/wk. Sample: 8 weekly buckets.
generated_at: 2026-06-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 167 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":22,"recentRelSlopePct":-17,"priorMeanWeeklyViews":57,"recentMeanWeeklyViews":200,"deltaRelSlopePct":-39,"priorSlopeViewsPerWeek":12.6,"recentSlopeViewsPerWeek":-33.4}


snapshot_date: 2026-06-21
insight_key: suggested_surge-2026-06-19-2026-06-21
insight_id: suggested_surge-2026-06-19-2026-06-21
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: positive
certainty: fact
title: 3-day stretch above 2x Suggested baseline
generated_at: 2026-06-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  For the last 3 days, Suggested Videos impressions on this channel ran at or above twice the prior 7-day median; today sat at 11x.

context:
  Stretches above the Suggested baseline often last a few days to a week and frequently pair with a same-window rise in views. They commonly resolve as the surface settles back toward typical.

evidence_json:
  {"shape":"suggested_surge","startDate":"2026-06-19","endDate":"2026-06-21","sustainedDays":3,"liftX":10.5,"todayImpressions":21,"baselineMedianImpressions":2}


snapshot_date: 2026-06-21
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats ranks #1 on views per day
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats ranks #1 of 15 on this channel for views per day. 2 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":341.2143,"mean":41.4615,"zScore":6.02,"rank":1,"totalVideos":15,"ratioToMean":8.23,"outliersInMetric":2}


snapshot_date: 2026-06-21
insight_key: relative_outlier-G8RciT3IC9s-ctr
insight_id: relative_outlier-G8RciT3IC9s-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: #1 on CTR — Comment your map suggestions below!
body: Out of 5 videos on this channel, Comment your map suggestions below! sits at #1 on CTR.
generated_at: 2026-06-21T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 64 → 90
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"metric":"ctr","value":0.5,"mean":0.0889,"zScore":3.12,"rank":1,"totalVideos":5,"ratioToMean":5.62,"outliersInMetric":1}


snapshot_date: 2026-06-21
insight_key: first_milestone-2500-B4H9jdIp7AA
insight_id: first_milestone-2500-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":2500,"actualViews":9554,"daysToReach":28,"totalVideos":27}
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 2.5K views — after 28 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-21
insight_key: first_milestone-5000-B4H9jdIp7AA
insight_id: first_milestone-5000-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":5000,"actualViews":9554,"daysToReach":28,"totalVideos":27}
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 5.0K views — after 28 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-21
insight_key: quiet_inventory-2026-06-21
insight_id: quiet_inventory-2026-06-21
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 25 of 27 videos
body: 25 of 27 public videos received no views in the last seven days.
generated_at: 2026-06-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":25,"videosTotal":27,"pctQuiet":0.9259,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-21"}


snapshot_date: 2026-06-21
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: positive
certainty: fact
title: CTR improved across newer uploads
body: This channel's newer 14 videos are sitting around 8.3% CTR, versus 0.0% across the earlier 13.
generated_at: 2026-06-21T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
  Catalog-wide shifts like this usually reflect the newer batch packaging or topic mix landing differently than the earlier run, rather than one single breakout video.

evidence_json:
  {"shape":"generation_improvement","metric":"ctr","olderAvg":0,"newerAvg":8.3,"ppChange":8.3,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-21
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos leading on views/day here
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 28.7 across 16 shorter (under 5 min) videos, 1.7 across 10 longer (15+ min) videos.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":28.69,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":1.73,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 28.69 views/day; the 10 longer (15+ min) videos get 1.73."}


snapshot_date: 2026-06-21
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: fact
title: Comment your map suggestions below! slowing below its usual pace
evidence_json: {"recentAvgPerDay":0,"expectedAvgPerDay":34.49,"ratio":0,"recentDays":3,"latestDay":16}
generated_at: 2026-06-21T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 43 → 55
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! is averaging 0 views/day recently, vs 34 expected at this age on this channel — 0.0× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-21
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carried last week's views
body: In the last week, CAN I PAY OFF THIS LOAN? accounted for 71% of channel views.
generated_at: 2026-06-21T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 29 → 48
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"eju1Rb5gc7U","topVideoShare7d":0.71,"top3VideoShare7d":1,"asOf":"2026-06-21","videosCounted":18}


snapshot_date: 2026-06-21
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Hit-driven shape on this channel
body: 48% of the lifetime views here come from a single video — 9.6K out of 19.8K across 18 videos.
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19828,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-21
insight_key: returning_viewers-mostly_new-2026-06-21
insight_id: returning_viewers-mostly_new-2026-06-21
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Most of this week's audience mix is new
generated_at: 2026-06-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  For the week ending Jun 21, 2026, 0% of the traffic sources and countries reaching this channel also reached it the week before.

context:
  This counts the (traffic-source, country) buckets that drew views in both weeks, as a share of this week's buckets — it tracks whether the channel keeps reaching the same places, not whether the same people watched twice.

evidence_json:
  {"shape":"returning_viewers","weekEnding":"2026-06-21","band":"mostly_new","persistencePct":0,"replacementPct":100,"priorWeekPersistencePct":null,"weeksMeasured":1,"kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-slow_burn-0ME3aXfNvKU
insight_id: lifecycle_phase-slow_burn-0ME3aXfNvKU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: This video's arc
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 113 characters]

context:
[cell repeats an earlier one in this file: 144 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"slow_burn","pattern":"slow_burn","earlyPct":0.14,"latePct":0.5,"totalViews":14,"daysTracked":14,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-06-21
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are holding attention for less time
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 13 videos on this channel, average view duration was 60 seconds. Across the newer 14, it is 32 seconds.

context:
[cell repeats an earlier one in this file: 185 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":59.99,"newerAvgSec":31.58,"changeRatio":0.53,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-3uVXLL053R8
insight_id: lifecycle_phase-decline-3uVXLL053R8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 3uVXLL053R8
direction: neutral
certainty: trend
title: I STARTED A ABANDONED WATER PARK! past its peak window
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A ABANDONED WATER PARK! is averaging 0.0 views/day around Day 221, down from 31.3 views/day at its peak on Day 1.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":221,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: CAN BEAM NG AI ESCAPE ME? tapering off its peak
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? peaked at 36.3 views/day on Day 1; around Day 40 it's averaging 0.3 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":40,"recentAvgPerDay":0.33,"dropRatio":0.99,"patternLabel":"Recent 0.33 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-eju1Rb5gc7U
insight_id: lifecycle_phase-decline-eju1Rb5gc7U
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: neutral
certainty: trend
title: CAN I PAY OFF THIS LOAN? tapering off its peak
generated_at: 2026-06-21T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? peaked at 27.7 views/day on Day 16; around Day 42 it's averaging 1.7 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":42,"recentAvgPerDay":1.67,"dropRatio":0.94,"patternLabel":"Recent 1.67 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-B4H9jdIp7AA
insight_id: lifecycle_phase-decline-B4H9jdIp7AA
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: neutral
certainty: trend
title: Post-peak window for This was a close call!#americantrucksimulator #ats
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for This was a close call!#americantrucksimulator #ats have dropped from 3156.7 at the peak (Day 2) to 0.0 around Day 167.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":167,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-G3X-t3NKOSE
insight_id: lifecycle_phase-decline-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G3X-t3NKOSE
direction: neutral
certainty: trend
title: Post-peak window for I STARTED A TRUCK DEALERSHIP
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I STARTED A TRUCK DEALERSHIP have dropped from 12.3 at the peak (Day 1) to 0.0 around Day 41.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":41,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 12.33/day on Day 1","tierShiftQuartiles":1,"tierShiftFirstTier":"lower half","tierShiftLastTier":"upper half","kind":"state"}


snapshot_date: 2026-06-21
insight_key: first_impression-G8RciT3IC9s
insight_id: first_impression-G8RciT3IC9s
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: G8RciT3IC9s
direction: notable
certainty: trend
title: Day 8 for Comment your map suggestions below! — ahead of the typical band
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! reached its first impression in 8 days, faster than the typical Day 34–158 band measured across 11 videos here.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"G8RciT3IC9s","firstImpressionDate":"2026-06-13","daysToFirstImpression":8,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Channel Page\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-15\"}"}


snapshot_date: 2026-06-21
insight_key: first_impression-gX8WrmSb4Hc
insight_id: first_impression-gX8WrmSb4Hc
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: gX8WrmSb4Hc
direction: notable
certainty: trend
title: I STARTED A SUPERMARKET WITH $10,000 AND A STORE's first impression at Day 233
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, the typical first impression arrives in the Day 34–158 band (11 videos). I STARTED A SUPERMARKET WITH $10,000 AND A STORE's landed on Day 233.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"gX8WrmSb4Hc","firstImpressionDate":"2026-06-16","daysToFirstImpression":233,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-16\"}"}


snapshot_date: 2026-06-21
insight_key: first_impression-0ME3aXfNvKU
insight_id: first_impression-0ME3aXfNvKU
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: 0ME3aXfNvKU
direction: notable
certainty: trend
title: Day 218 for I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! — past the typical band
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! took 218 days to its first impression, sitting outside the typical Day 34–158 band measured across 11 videos here.

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"0ME3aXfNvKU","firstImpressionDate":"2026-06-19","daysToFirstImpression":218,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-19\"}"}


snapshot_date: 2026-06-21
insight_key: source_dropout:G3X-t3NKOSE:7:2026-06-21
insight_id: source_dropout:G3X-t3NKOSE:7:2026-06-21
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: G3X-t3NKOSE
direction: negative
certainty: signal
title: Suggested Videos fell silent on I STARTED A TRUCK DEALERSHIP
generated_at: 2026-06-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Over the last 7 days, I STARTED A TRUCK DEALERSHIP received no Suggested Videos views; the prior 14-day window held 45 from that source.

context:
[cell repeats an earlier one in this file: 172 characters]

evidence_json:
  {"shape":"source_dropout","videoId":"G3X-t3NKOSE","sourceId":7,"sourceName":"Suggested Videos","priorViews":45,"recentViews":0,"priorWindowStart":"2026-05-18","priorWindowEnd":"2026-05-31","recentWindowStart":"2026-06-15","recentWindowEnd":"2026-06-21"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-pVHLTbhPQ98
insight_id: lifecycle_phase-decline-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pVHLTbhPQ98
direction: neutral
certainty: signal
title: Post-peak window for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! have dropped from 6.0 at the peak (Day 7) to 0.0 around Day 246.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":246,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-Lnw1q7s69e4
insight_id: lifecycle_phase-decline-Lnw1q7s69e4
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: Lnw1q7s69e4
direction: neutral
certainty: signal
title: Why I cant be a truck driver PT: 2 tapering off its peak
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Why I cant be a truck driver PT: 2 peaked at 478.3 views/day on Day 1; around Day 165 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":165,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-0_4YYhl8dO0
insight_id: lifecycle_phase-decline-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: 0_4YYhl8dO0
direction: neutral
certainty: signal
title: Post-peak window for I OPENED A DRIVE THRU! PT1
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for I OPENED A DRIVE THRU! PT1 have dropped from 14.3 at the peak (Day 7) to 0.0 around Day 235.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":235,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-oBcyoPpKGOs
insight_id: lifecycle_phase-decline-oBcyoPpKGOs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: oBcyoPpKGOs
direction: neutral
certainty: signal
title: Post-peak window for Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Don’t check the sound! 🥶🥶😱😱😨😨 have dropped from 534.7 at the peak (Day 1) to 0.0 around Day 208.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":208,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","kind":"state"}


snapshot_date: 2026-06-21
insight_key: hidden_gem-0ME3aXfNvKU
insight_id: hidden_gem-0ME3aXfNvKU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! looks stronger than its reach
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel, I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! sits below the middle of its videos on quality signals, while its reach sits near the bottom.

context:
[cell repeats an earlier one in this file: 161 characters]

evidence_json:
  {"shape":"hidden_gem","qualityScore":40,"viewRank":0,"gemGap":40,"retention":2.6,"ctr":0,"engagementRate":0.0714,"viewsPerDay":1,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-KjL7WhexDeM
insight_id: lifecycle_phase-decline-KjL7WhexDeM
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: KjL7WhexDeM
direction: neutral
certainty: signal
title: Billie Eilish fans here! tapering off its peak
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! peaked at 590.3 views/day on Day 1; around Day 186 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":186,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-s52ih_eGyAE
insight_id: lifecycle_phase-decline-s52ih_eGyAE
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: s52ih_eGyAE
direction: neutral
certainty: signal
title: Who is the best Youtuber besides MrBeast? tapering off its peak
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Who is the best Youtuber besides MrBeast? peaked at 752.0 views/day on Day 1; around Day 208 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":208,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-gTEPrm7TWpU
insight_id: lifecycle_phase-decline-gTEPrm7TWpU
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: gTEPrm7TWpU
direction: neutral
certainty: signal
title: NO LYING past its peak window
body: NO LYING is averaging 0.0 views/day around Day 166, down from 256.0 views/day at its peak on Day 1.
generated_at: 2026-06-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":166,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-early_burst-G8RciT3IC9s
insight_id: lifecycle_phase-early_burst-G8RciT3IC9s
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: This video's arc
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! had a front-loaded view distribution: 99% of views arrived in the first two days.

context:
[cell repeats an earlier one in this file: 170 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"early_burst","pattern":"flash","earlyPct":0.99,"latePct":0.01,"totalViews":386,"daysTracked":9,"patternLabel":"Early burst — most views came in the first 2 days","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-W368BdGuNco
insight_id: lifecycle_phase-decline-W368BdGuNco
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: W368BdGuNco
direction: neutral
certainty: signal
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 past its peak window
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 is averaging 0.0 views/day around Day 202, down from 10.3 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":202,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-ZlI4-KgneH0
insight_id: lifecycle_phase-decline-ZlI4-KgneH0
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: ZlI4-KgneH0
direction: neutral
certainty: signal
title: Post-peak window for Wish my channel made this lol.
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for Wish my channel made this lol. have dropped from 61.3 at the peak (Day 13) to 0.0 around Day 208.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":208,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-imCOLO-l9Xs
insight_id: lifecycle_phase-decline-imCOLO-l9Xs
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: imCOLO-l9Xs
direction: neutral
certainty: signal
title: FIVE FINGER FANS HERE! tapering off its peak
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  FIVE FINGER FANS HERE! peaked at 176.7 views/day on Day 6; around Day 208 it's averaging 0.0 views/day.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":208,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","kind":"state"}


snapshot_date: 2026-06-21
insight_key: lifecycle_phase-decline-FGzY0KtdrZ8
insight_id: lifecycle_phase-decline-FGzY0KtdrZ8
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: FGzY0KtdrZ8
direction: neutral
certainty: signal
title: What is the best season? past its peak window
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  What is the best season? is averaging 0.0 views/day around Day 202, down from 61.7 views/day at its peak on Day 7.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":202,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","kind":"state"}


snapshot_date: 2026-06-21
insight_key: first_impression-pn2r7K_BnVk
insight_id: first_impression-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: pn2r7K_BnVk
direction: notable
certainty: trend
title: CAN BEAM NG AI ESCAPE ME?'s first impression at Day 32
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME?'s first impression arrived on Day 32 — ahead of the typical Day 34–158 band on this channel (11 videos).

context:
[cell repeats an earlier one in this file: 214 characters]

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"pn2r7K_BnVk","firstImpressionDate":"2026-06-13","daysToFirstImpression":32,"channelP25":34,"channelP75":158,"videosInDistribution":11,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-16\"}"}


snapshot_date: 2026-06-21
insight_key: weekly_acceleration
insight_id: weekly_acceleration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: negative
certainty: trend
title: Weekly view rate climbing more slowly
generated_at: 2026-06-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was +21%/wk across the prior 4 weeks; it's -19%/wk across the most recent 4 (8 weeks of history).

context:
[cell repeats an earlier one in this file: 219 characters]

evidence_json:
  {"shape":"weekly_acceleration","weeks":8,"priorRelSlopePct":21,"recentRelSlopePct":-19,"priorMeanWeeklyViews":57,"recentMeanWeeklyViews":200,"deltaRelSlopePct":-41,"priorSlopeViewsPerWeek":12.1,"recentSlopeViewsPerWeek":-38.8}


snapshot_date: 2026-06-22
insight_key: suggested_surge-2026-06-19-2026-06-22
insight_id: suggested_surge-2026-06-19-2026-06-22
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: positive
certainty: fact
title: 4-day stretch above 2x Suggested baseline
generated_at: 2026-06-22T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  For the last 4 days, Suggested Videos impressions on this channel ran at or above twice the prior 7-day median; today sat at 12x.

context:
  Stretches above the Suggested baseline often last a few days to a week and frequently pair with a same-window rise in views. They commonly resolve as the surface settles back toward typical.

evidence_json:
  {"shape":"suggested_surge","startDate":"2026-06-19","endDate":"2026-06-22","sustainedDays":4,"liftX":12,"todayImpressions":24,"baselineMedianImpressions":2}


snapshot_date: 2026-06-22
insight_key: relative_outlier-G8RciT3IC9s-ctr
insight_id: relative_outlier-G8RciT3IC9s-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: G8RciT3IC9s
direction: positive
certainty: trend
title: CTR ranking for Comment your map suggestions below!: #1
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's CTR ranking, Comment your map suggestions below! holds position #1 of 6. 2 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.5,"mean":0.0368,"zScore":8.5,"rank":1,"totalVideos":6,"ratioToMean":13.61,"outliersInMetric":2}


snapshot_date: 2026-06-22
insight_key: relative_outlier-B4H9jdIp7AA-viewsPerDay
insight_id: relative_outlier-B4H9jdIp7AA-viewsPerDay
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats ranks #1 on views per day
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats ranks #1 of 15 on this channel for views per day. 2 videos sit that far from the usual on views per day; this is the furthest.

evidence_json:
  {"metric":"viewsPerDay","value":329.4483,"mean":38.5,"zScore":6.36,"rank":1,"totalVideos":15,"ratioToMean":8.56,"outliersInMetric":2}


snapshot_date: 2026-06-22
insight_key: first_milestone-2500-B4H9jdIp7AA
insight_id: first_milestone-2500-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":2500,"actualViews":9554,"daysToReach":29,"totalVideos":27}
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 2.5K views — after 29 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-22
insight_key: first_milestone-5000-B4H9jdIp7AA
insight_id: first_milestone-5000-B4H9jdIp7AA
detector_name: first_milestone
insight_category: momentum
subject_type: video
subject_id: B4H9jdIp7AA
direction: positive
certainty: fact
title: This was a close call!#americantrucksimulator #ats adds to its lead
evidence_json: {"milestone":5000,"actualViews":9554,"daysToReach":29,"totalVideos":27}
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  This was a close call!#americantrucksimulator #ats has reached 5.0K views — after 29 days — extending what has been the channel's largest contributor to date.

context:
[cell repeats an earlier one in this file: 118 characters]


snapshot_date: 2026-06-22
insight_key: quiet_inventory-2026-06-22
insight_id: quiet_inventory-2026-06-22
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 25 of 27 videos
body: 25 of 27 public videos received no views in the last seven days.
generated_at: 2026-06-22T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 192 characters]

evidence_json:
  {"shape":"quiet_inventory","videosQuiet":25,"videosTotal":27,"pctQuiet":0.9259,"threshold":0.5,"maturity":"sprouting","asOf":"2026-06-22"}


snapshot_date: 2026-06-22
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: positive
certainty: fact
title: Newer videos are landing better on impression
body: The earlier 13 videos on this channel averaged 0.0% CTR; the newer 14 are averaging 7.3%.
generated_at: 2026-06-22T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 165 characters]

evidence_json:
  {"shape":"generation_improvement","metric":"ctr","olderAvg":0,"newerAvg":7.31,"ppChange":7.31,"olderCount":13,"newerCount":14}


snapshot_date: 2026-06-22
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos leading on views/day here
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 26.6 across 16 shorter (under 5 min) videos, 1.6 across 10 longer (15+ min) videos.

context:
[cell repeats an earlier one in this file: 202 characters]

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":26.6,"bottomBucket":"long","bottomCount":10,"bottomMedianVpd":1.63,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 26.6 views/day; the 10 longer (15+ min) videos get 1.63."}


snapshot_date: 2026-06-22
insight_key: momentum_anomaly-G8RciT3IC9s
insight_id: momentum_anomaly-G8RciT3IC9s
detector_name: view_acceleration
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: negative
certainty: fact
title: Comment your map suggestions below! slowing below its usual pace
evidence_json: {"recentAvgPerDay":0,"expectedAvgPerDay":53.47,"ratio":0,"recentDays":3,"latestDay":17}
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Comment your map suggestions below! is averaging 0 views/day recently, vs 53 expected at this age on this channel — 0.0× the typical rate.

context:
[cell repeats an earlier one in this file: 141 characters]


snapshot_date: 2026-06-22
insight_key: catalog_concentration_rolling
insight_id: catalog_concentration_rolling
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Top video carried last week's mass
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  In the last week, CAN I PAY OFF THIS LOAN? accounted for 75% of channel views; the top three together accounted for 100%.

context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"eju1Rb5gc7U","topVideoShare7d":0.75,"top3VideoShare7d":1,"asOf":"2026-06-22","videosCounted":18}


snapshot_date: 2026-06-22
insight_key: catalog_concentration
insight_id: catalog_concentration
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: One video carries most of the views
body: One video holds 48% of this channel's lifetime views (9.6K of 19.8K across 18 videos).
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 201 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"hit-driven","top1Pct":0.48,"top3Pct":0.69,"top5Pct":0.84,"top1Views":9554,"totalViews":19829,"videosCounted":18,"videosTotal":27}


snapshot_date: 2026-06-22
insight_key: lifecycle_phase-decline-pn2r7K_BnVk
insight_id: lifecycle_phase-decline-pn2r7K_BnVk
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: pn2r7K_BnVk
direction: neutral
certainty: trend
title: Post-peak window for CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-06-22T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Views/day for CAN BEAM NG AI ESCAPE ME? have dropped from 36.3 at the peak (Day 1) to 0.0 around Day 41.

context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":41,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","kind":"state"}


snapshot_date: 2026-06-22
insight_key: lifecycle_phase-slow_burn-0ME3aXfNvKU
insight_id: lifecycle_phase-slow_burn-0ME3aXfNvKU
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: video
subject_id: 0ME3aXfNvKU
direction: positive
certainty: trend
title: This video's arc
generated_at: 2026-06-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 108 characters]

context:
[cell repeats an earlier one in this file: 144 characters]

evidence_json:
  {"shape":"lifecycle_phase","phase":"slow_burn","pattern":"slow_burn","earlyPct":0.14,"latePct":0.5,"totalViews":14,"daysTracked":15,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


