# app_insight_snapshot

snapshot_date: 2026-07-15
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 on a plateau
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 135 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":191,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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? on a plateau
generated_at: 2026-07-15T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":64,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: 2026-07-15T00:00:00Z
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 65.

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

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":65,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-15
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: 2026-07-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 40 → 51
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  In the last week, CAN I PAY OFF THIS LOAN? accounted for 72% of channel views; the top three together accounted for 89%.

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":0.72,"top3VideoShare7d":0.89,"asOf":"2026-07-15","videosCounted":18}


snapshot_date: 2026-07-15
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: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  14 of this channel's 28 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":28,"topVideoId":"B4H9jdIp7AA","topVideoViews":9554,"kind":"state"}


snapshot_date: 2026-07-15
insight_key: first_impression-q2rDsdCZDUY
insight_id: first_impression-q2rDsdCZDUY
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: q2rDsdCZDUY
direction: notable
certainty: trend
title: Day 0 for R6 Moments #1 — ahead of the typical band
generated_at: 2026-07-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 79 → 61
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  R6 Moments #1 reached its first impression in 0 days, faster than the typical Day 158–216 band measured across 28 videos here.

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

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"q2rDsdCZDUY","firstImpressionDate":"2026-07-14","daysToFirstImpression":0,"channelP25":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Browse / Homepage\":\"2026-07-14\",\"Channel Page\":\"2026-07-14\",\"YouTube Search\":\"2026-07-14\",\"Suggested Videos\":\"2026-07-14\"}"}


snapshot_date: 2026-07-15
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: trend
title: Quiet stretch on I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 134 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":270,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 6/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: trend
title: Quiet stretch on Why I cant be a truck driver PT: 2
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 123 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":189,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: trend
title: Plateau pattern on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":259,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: trend
title: Quiet stretch on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":232,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: trend
title: Billie Eilish fans here! past its peak window
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! is averaging 0.0 views/day around Day 210, 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":210,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-15
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 19.9K across 18 videos.
generated_at: 2026-07-15T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19918,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-15
insight_key: geographic_diversification:2026-07-15
insight_id: geographic_diversification:2026-07-15
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Country mix has been concentrating
generated_at: 2026-07-15T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The country mix has been tightening over the past 10 days — typically a smaller set of countries driving more of the views.

context:
  Country mix often concentrates when a single country's audience grows faster than the rest — typically not a permanent shift, more a snapshot of which country is most active right now.

evidence_json:
  {"shape":"geographic_concentrating","meanSlope":21.3445,"sampleDays":10,"windowStart":"2026-07-06","windowEnd":"2026-07-15"}


snapshot_date: 2026-07-15
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: trend
title: Plateau pattern on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 136 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":232,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: trend
title: Plateau pattern on I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 131 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":226,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: 2026-07-15T00:00:00Z
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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":38,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-15
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: trend
title: Quiet stretch on Wish my channel made this lol.
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":232,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: trend
title: FIVE FINGER FANS HERE! on a plateau
generated_at: 2026-07-15T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":232,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are losing viewers sooner
body: The earlier 14 videos here averaged 56 seconds watched; the newer 14 are averaging 32.
generated_at: 2026-07-15T00:00:00Z
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":55.94,"newerAvgSec":31.71,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-15
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: trend
title: Plateau pattern on What is the best season?
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":226,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: trend
title: NO LYING past its peak window
body: NO LYING is averaging 0.0 views/day around Day 190, down from 256.0 views/day at its peak on Day 1.
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
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":190,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","kind":"state"}


snapshot_date: 2026-07-15
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Quiet stretch on Comment your map suggestions below!
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":40,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-15
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: 2026-07-15T00:00:00Z
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 8 day(s).

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

evidence_json:
  {"shape":"cadence_characterization","pattern":"weekly","medianGapDays":8,"sigmaGapDays":27.61,"streakDays":18,"videos":30}


snapshot_date: 2026-07-15
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: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! picked up its first impression on Day 218 (Jun 19, 2026), slower than this channel's typical Day 158–216 band across 28 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":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-19\",\"Channel Page\":\"2026-06-29\"}"}


snapshot_date: 2026-07-15
insight_key: publish_gap
insight_id: publish_gap
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: signal
title: 39-day gap before Jul 14, 2026
generated_at: 2026-07-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 49 → 38
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  A 39-day gap between public releases ending Jul 14, 2026 — about 4.88× this channel's median gap of 8 day(s).

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

evidence_json:
  {"shape":"publish_gap","gapDays":39,"gapStart":"2026-06-05","gapEnd":"2026-07-14","medianGapDays":8,"ratioToMedian":4.88,"usedFallback":1,"videos":30,"windowDays":30}


snapshot_date: 2026-07-15
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: 2026-07-15T00:00:00Z
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 21.1× as well as the weakest quarter (5284.0% vs 250.0%, across 23 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":52.84,"bottomQuartileMean":2.5,"ratio":21.136,"videos":23,"quartileSize":5}


snapshot_date: 2026-07-15
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are landing worse on impression
body: The earlier 14 videos on this channel averaged 3.6% CTR; the newer 14 are averaging 1.7%.
generated_at: 2026-07-15T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 37 → 31
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":3.57,"newerAvg":1.7,"ppChange":-1.87,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-15
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 28 videos have found an audience
evidence_json: {"shape":"catalog_traction","below":14,"total":28,"threshold":100,"maturityStage":"sprouting"}
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  14 of this channel's 28 videos have crossed 100 views; the other 14 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: 2026-07-15
insight_key: source_activation_order-ZGKE-Y4Aduc
insight_id: source_activation_order-ZGKE-Y4Aduc
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: ZGKE-Y4Aduc
direction: notable
certainty: trend
title: Suggested activated late on WHY AM I DRIVING A TRUCK?
generated_at: 2026-07-15T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Suggested began surfacing WHY AM I DRIVING A TRUCK? on Day 143, past the typical Day 0–2 band measured across 10 videos on this channel.

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

evidence_json:
  {"shape":"source_activation_video","videoId":"ZGKE-Y4Aduc","source":"Suggested Videos","pattern":"late","daysToActivation":143,"activationDate":"2026-05-30","channelP25":0,"channelP75":2.3,"channelMedian":0,"sourceSampleSize":10}


snapshot_date: 2026-07-15
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: +36%/wk. Prior 4-week slope: +3%/wk. Sample: 8 weekly buckets.
generated_at: 2026-07-15T00:00:00Z
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":3,"recentRelSlopePct":36,"priorMeanWeeklyViews":203,"recentMeanWeeklyViews":26,"deltaRelSlopePct":33,"priorSlopeViewsPerWeek":5.6,"recentSlopeViewsPerWeek":9.3}


snapshot_date: 2026-07-15
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: 2026-07-15T00:00:00Z
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 10 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\":2.3,\"sampleSize\":10},\"Browse / Homepage\":{\"median\":5,\"p25\":3,\"p75\":7,\"sampleSize\":9},\"YouTube Search\":{\"median\":0,\"p25\":0,\"p75\":0,\"sampleSize\":8}}","sourcesCovered":3,"totalSamples":27}


snapshot_date: 2026-07-15
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: 36 views. The 7 days starting 3 weeks before that: 12 views.
generated_at: 2026-07-15T00:00:00Z
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":12,"newestWeekViews":36,"slopeViewsPerWeek":9.3,"relSlope":0.36,"patternLabel":"Weekly views trending up — newest week has 36 views vs 12 3 weeks ago"}


snapshot_date: 2026-07-16
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: 3.8× typical on CAN I PAY OFF THIS LOAN?
evidence_json: {"recentAvgPerDay":6,"expectedAvgPerDay":1.59,"ratio":3.766,"recentDays":3,"latestDay":67}
generated_at: 2026-07-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is running 3.8× 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: 2026-07-16
insight_key: relative_outlier-KjL7WhexDeM-ctr
insight_id: relative_outlier-KjL7WhexDeM-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: KjL7WhexDeM
direction: positive
certainty: fact
title: #1 on CTR — Billie Eilish fans here!
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 16 videos on this channel, Billie Eilish fans here! sits at #1 on CTR. 4 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2,"mean":0,"zScore":4.26,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":4}


snapshot_date: 2026-07-16
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: This was a close call!#americantrucksimulator #ats ranks #1 on views per day
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 177 characters]

evidence_json:
  {"metric":"viewsPerDay","value":180.2642,"mean":9.2479,"zScore":16.19,"rank":1,"totalVideos":16,"ratioToMean":19.49,"outliersInMetric":5}


snapshot_date: 2026-07-16
insight_key: suggested_cliff-2026-07-16
insight_id: suggested_cliff-2026-07-16
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Suggested ran 88% lower on Jul 16, 2026
generated_at: 2026-07-16T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Jul 16, 2026, Suggested Videos delivered 60 channel-wide impressions — 88% below the prior day's 499.

context:
  Day-to-day swings on Suggested often follow YouTube sampling a different audience for the channel — they tend to settle within a few days. Rarely tied to a single video.

evidence_json:
  {"shape":"suggested_cliff","date":"2026-07-16","todayImpressions":60,"priorImpressions":499,"dropPct":88}


snapshot_date: 2026-07-16
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":53,"totalVideos":28}
generated_at: 2026-07-16T00:00:00Z
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 53 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: 2026-07-16
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":53,"totalVideos":28}
generated_at: 2026-07-16T00:00:00Z
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 53 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: 2026-07-16
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: CTR median above the shared-pool typical
generated_at: 2026-07-16T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  A typical CTR median across the shared pool runs around 3.3%. This channel's median sits at 4.4% — above that.

context:
  Consistently above the shared pool's typical often reflects a smaller, more-engaged audience or a specific format matching the metric well. Not necessarily a goal in itself.

evidence_json:
  {"metric":"ctr","side":"above","range":"2.7%–3.8%","channelMedian":"4.4%","poolFloor":2,"poolMedian":"3.3%"}


snapshot_date: 2026-07-16
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: fact
title: Quality is outpacing reach on I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS!
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 156 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":60,"viewRank":0,"gemGap":60,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.38,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-16
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: 2026-07-16T00:00:00Z
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 66, 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":66,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-16
insight_key: quiet_inventory-2026-07-16
insight_id: quiet_inventory-2026-07-16
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 20 of 28 videos
body: 20 of 28 public videos received no views in the last seven days.
generated_at: 2026-07-16T00:00:00Z
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":20,"videosTotal":28,"pctQuiet":0.7143,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-16"}


snapshot_date: 2026-07-16
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: shorter videos leading on views/day here
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 8.3 across 16 shorter (under 5 min) videos, 1.2 across 11 longer (15+ min) videos.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":8.26,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":1.18,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 8.26 views/day; the 11 longer (15+ min) videos get 1.18."}


snapshot_date: 2026-07-16
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: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! tapering off its peak
generated_at: 2026-07-16T00:00:00Z
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 271 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":6,"recentDay":271,"recentAvgPerDay":0.33,"dropRatio":0.94,"patternLabel":"Recent 0.33 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-16
insight_key: impression_test-eju1Rb5gc7U-2026-07-13
insight_id: impression_test-eju1Rb5gc7U-2026-07-13
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 84 → 64
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Day 64, CAN I PAY OFF THIS LOAN? hit 89 impressions — compared to 27/day before. After the spike: 65/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":64,"spikeDate":"2026-07-13","daysSinceSpike":3,"spikeImpressions":89,"preSpikeAvg":27.35,"postSpikeAvg":65.33,"spikeOutcome":"sustained","spikeCtr":0.07,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-16
insight_key: first_impression-o5c-3CzKVOk
insight_id: first_impression-o5c-3CzKVOk
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: o5c-3CzKVOk
direction: notable
certainty: trend
title: Day 34 for I might be one of them — ahead of the typical band
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I might be one of them reached its first impression in 34 days, faster than the typical Day 158–216 band measured across 28 videos here.

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

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"o5c-3CzKVOk","firstImpressionDate":"2026-06-13","daysToFirstImpression":34,"channelP25":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Channel Page\":\"2026-06-13\"}"}


snapshot_date: 2026-07-16
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: Day 233 for I STARTED A SUPERMARKET WITH $10,000 AND A STORE — past the typical band
generated_at: 2026-07-16T00:00:00Z
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 158–216 band measured across 28 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":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-16\",\"Channel Page\":\"2026-06-29\"}"}


snapshot_date: 2026-07-16
insight_key: first_impression-G3X-t3NKOSE
insight_id: first_impression-G3X-t3NKOSE
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: G3X-t3NKOSE
direction: notable
certainty: trend
title: I STARTED A TRUCK DEALERSHIP — early to its first impression
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP picked up its first impression on Day 42 (Jun 22, 2026), earlier than this channel's typical Day 158–216 band across 28 videos.

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

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"G3X-t3NKOSE","firstImpressionDate":"2026-06-22","daysToFirstImpression":42,"channelP25":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-22\",\"Channel Page\":\"2026-06-29\"}"}


snapshot_date: 2026-07-16
insight_key: first_impression-3uVXLL053R8
insight_id: first_impression-3uVXLL053R8
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: 3uVXLL053R8
direction: notable
certainty: trend
title: Day 225 for I STARTED A ABANDONED WATER PARK! — past the typical band
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A ABANDONED WATER PARK! took 225 days to its first impression, sitting outside the typical Day 158–216 band measured across 28 videos here.

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

evidence_json:
  {"shape":"first_impression","pattern":"slow","videoId":"3uVXLL053R8","firstImpressionDate":"2026-06-25","daysToFirstImpression":225,"channelP25":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-25\",\"Channel Page\":\"2026-06-29\"}"}


snapshot_date: 2026-07-16
insight_key: first_impression-q2rDsdCZDUY
insight_id: first_impression-q2rDsdCZDUY
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: q2rDsdCZDUY
direction: notable
certainty: trend
title: R6 Moments #1 — early to its first impression
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  R6 Moments #1 picked up its first impression on Day 0 (Jul 14, 2026), earlier than this channel's typical Day 158–216 band across 28 videos.

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

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"q2rDsdCZDUY","firstImpressionDate":"2026-07-14","daysToFirstImpression":0,"channelP25":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Browse / Homepage\":\"2026-07-14\",\"Channel Page\":\"2026-07-14\",\"YouTube Search\":\"2026-07-14\",\"Suggested Videos\":\"2026-07-14\"}"}


snapshot_date: 2026-07-16
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: Plateau pattern on I STARTED A ABANDONED WATER PARK!
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 127 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":246,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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 on a plateau
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 135 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":192,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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? on a plateau
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 108 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":65,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: 2026-07-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 6.0 views/day around Day 67, 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":67,"recentAvgPerDay":6,"dropRatio":0.78,"patternLabel":"Recent 6 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-16
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: trend
title: Why I cant be a truck driver PT: 2 on a plateau
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":190,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: trend
title: Plateau pattern on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":260,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: trend
title: Quiet stretch on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":233,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: trend
title: Billie Eilish fans here! tapering off its peak
generated_at: 2026-07-16T00:00:00Z
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 211 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":211,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-16
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 19.9K across 18 videos).
generated_at: 2026-07-16T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19927,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-16
insight_key: geographic_diversification:2026-07-16
insight_id: geographic_diversification:2026-07-16
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Country mix has been concentrating
generated_at: 2026-07-16T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 123 characters]

context:
[cell repeats an earlier one in this file: 184 characters]

evidence_json:
  {"shape":"geographic_concentrating","meanSlope":1.5788,"sampleDays":10,"windowStart":"2026-07-07","windowEnd":"2026-07-16"}


snapshot_date: 2026-07-16
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: trend
title: Plateau pattern on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 136 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":233,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: 3 videos picking up Suggested Videos traffic
evidence_json: {"source":"Suggested Videos","videoCount":3,"totalViews":8,"date":"2026-07-16","shape":"pattern"}
generated_at: 2026-07-16T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  3 videos on this channel drew 8 total views from Suggested Videos on Jul 16, 2026. Not a standout video — a surface reaching the catalog broadly.

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: 2026-07-16
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: trend
title: Plateau pattern on I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 131 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":227,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: trend
title: Quiet stretch on Wish my channel made this lol.
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":233,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: trend
title: FIVE FINGER FANS HERE! on a plateau
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 106 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":233,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":39,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-16
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: trend
title: Plateau pattern on What is the best season?
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":227,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
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: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 14 videos on this channel, average view duration was 56 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":55.84,"newerAvgSec":31.64,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-16
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: 2026-07-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 58 → 48
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  In the last week, CAN I PAY OFF THIS LOAN? accounted for 71% of channel views; the top three together accounted for 86%.

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":0.86,"asOf":"2026-07-16","videosCounted":18}


snapshot_date: 2026-07-16
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: trend
title: NO LYING past its peak window
body: NO LYING is averaging 0.0 views/day around Day 191, down from 256.0 views/day at its peak on Day 1.
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 203 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":191,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","kind":"state"}


snapshot_date: 2026-07-16
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Quiet stretch on Comment your map suggestions below!
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":41,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-16
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are landing worse on impression
body: The earlier 14 videos on this channel averaged 3.9% CTR; the newer 14 are averaging 1.9%.
generated_at: 2026-07-16T00:00:00Z
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":3.92,"newerAvg":1.93,"ppChange":-1.99,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-16
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: 2026-07-16T00:00:00Z
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 158–216 band measured across 28 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":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-19\",\"Channel Page\":\"2026-06-29\"}"}


snapshot_date: 2026-07-16
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: Retention is uneven across the catalog
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across 23 videos, the top quarter holds viewers at 5284.0% against 250.0% for the bottom quarter — roughly 21.1× 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":52.84,"bottomQuartileMean":2.5,"ratio":21.136,"videos":23,"quartileSize":5}


snapshot_date: 2026-07-16
insight_key: source_activation_order-ZGKE-Y4Aduc
insight_id: source_activation_order-ZGKE-Y4Aduc
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: ZGKE-Y4Aduc
direction: notable
certainty: trend
title: WHY AM I DRIVING A TRUCK?: Day 143 for Suggested, beyond the typical band
generated_at: 2026-07-16T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On WHY AM I DRIVING A TRUCK?, Suggested took 143 days to activate — outside the channel's typical Day 0–2 band (10 videos).

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

evidence_json:
  {"shape":"source_activation_video","videoId":"ZGKE-Y4Aduc","source":"Suggested Videos","pattern":"late","daysToActivation":143,"activationDate":"2026-05-30","channelP25":0,"channelP75":2.3,"channelMedian":0,"sourceSampleSize":10}


snapshot_date: 2026-07-16
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: +30%/wk. Prior 4-week slope: -1%/wk. Sample: 8 weekly buckets.
generated_at: 2026-07-16T00:00:00Z
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":-1,"recentRelSlopePct":30,"priorMeanWeeklyViews":201,"recentMeanWeeklyViews":28,"deltaRelSlopePct":31,"priorSlopeViewsPerWeek":-2.7,"recentSlopeViewsPerWeek":8.4}


snapshot_date: 2026-07-16
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: 2026-07-16T00:00:00Z
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 10 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\":2.3,\"sampleSize\":10},\"Browse / Homepage\":{\"median\":5,\"p25\":3,\"p75\":7,\"sampleSize\":9},\"YouTube Search\":{\"median\":0,\"p25\":0,\"p75\":0,\"sampleSize\":8}}","sourcesCovered":3,"totalSamples":27}


snapshot_date: 2026-07-16
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: 42 views. The 7 days starting 3 weeks before that: 13 views.
generated_at: 2026-07-16T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 20 → 17
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":13,"newestWeekViews":42,"slopeViewsPerWeek":8.4,"relSlope":0.3,"patternLabel":"Weekly views trending up — newest week has 42 views vs 13 3 weeks ago"}


snapshot_date: 2026-07-17
insight_key: channel_window_trend-prev-impressions-2026-07-17
insight_id: channel_window_trend-prev-impressions-2026-07-17
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: 3.4× the impressions a day over the last week — 173 vs 50
body: The last 7 days averaged 173 impressions a day; the 7 days before averaged 50.
generated_at: 2026-07-17T00:00:00Z
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":"impressions","mode":"prev","current":172.86,"baseline":50.29,"relDeltaPct":244,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-17
insight_key: relative_outlier-KjL7WhexDeM-ctr
insight_id: relative_outlier-KjL7WhexDeM-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: KjL7WhexDeM
direction: positive
certainty: fact
title: CTR ranking for Billie Eilish fans here!: #1
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's CTR ranking, Billie Eilish fans here! holds position #1 of 16. 4 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2,"mean":0,"zScore":4.11,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":4}


snapshot_date: 2026-07-17
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: views per day ranking for This was a close call!#americantrucksimulator #ats: #1
generated_at: 2026-07-17T00:00:00Z
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":176.9259,"mean":9.0343,"zScore":16.3,"rank":1,"totalVideos":16,"ratioToMean":19.58,"outliersInMetric":5}


snapshot_date: 2026-07-17
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 4.8× the typical rate
evidence_json: {"recentAvgPerDay":4.67,"expectedAvgPerDay":0.97,"ratio":4.795,"recentDays":3,"latestDay":68}
generated_at: 2026-07-17T00:00:00Z
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?: 5. Expected at this age on this channel: 1. That puts it at 4.8× typical.

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


snapshot_date: 2026-07-17
insight_key: suggested_cliff-2026-07-17
insight_id: suggested_cliff-2026-07-17
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Jul 17, 2026: Suggested narrowed
generated_at: 2026-07-17T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  Suggested Videos impressions on Jul 17, 2026 landed 88% below the prior day; 363 fell to 45 across the channel.

context:
  Day-to-day swings on Suggested often follow YouTube sampling a different audience for the channel — they tend to settle within a few days. Rarely tied to a single video.

evidence_json:
  {"shape":"suggested_cliff","date":"2026-07-17","todayImpressions":45,"priorImpressions":363,"dropPct":88}


snapshot_date: 2026-07-17
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":54,"totalVideos":28}
generated_at: 2026-07-17T00:00:00Z
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 54 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: 2026-07-17
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":54,"totalVideos":28}
generated_at: 2026-07-17T00:00:00Z
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 54 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: 2026-07-17
insight_key: impression_test-eju1Rb5gc7U-2026-07-15
insight_id: impression_test-eju1Rb5gc7U-2026-07-15
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-17T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Day 66, CAN I PAY OFF THIS LOAN? hit 77 impressions — compared to 31/day before. After the spike: 51/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":66,"spikeDate":"2026-07-15","daysSinceSpike":2,"spikeImpressions":77,"preSpikeAvg":30.89,"postSpikeAvg":51,"spikeOutcome":"sustained","spikeCtr":0.05,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-17
insight_key: quiet_inventory-2026-07-17
insight_id: quiet_inventory-2026-07-17
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 21 of 28 videos
body: On this channel, 21 of 28 public videos went the last week without a single view.
generated_at: 2026-07-17T00:00:00Z
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":21,"videosTotal":28,"pctQuiet":0.75,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-17"}


snapshot_date: 2026-07-17
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: fact
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! looks stronger than its reach
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 163 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":59,"viewRank":0,"gemGap":59,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.38,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-17
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: CAN I PAY OFF THIS LOAN? tapering off its peak
generated_at: 2026-07-17T00:00:00Z
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 68 it's averaging 4.7 views/day.

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

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":68,"recentAvgPerDay":4.67,"dropRatio":0.83,"patternLabel":"Recent 4.67 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-17
insight_key: length_patterns
insight_id: length_patterns
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Views/day split by length on this channel
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  16 shorter (under 5 min) videos averaged 8.0 views/day (median); 11 longer (15+ min) videos averaged 1.0.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":8.03,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":1,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 8.03 views/day; the 11 longer (15+ min) videos get 1."}


snapshot_date: 2026-07-17
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: Comment your map suggestions below! — early to its first impression
generated_at: 2026-07-17T00:00:00Z
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 158–216 band across 28 videos.

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

evidence_json:
[cell repeats an earlier one in this file: 296 characters]


snapshot_date: 2026-07-17
insight_key: first_impression-eju1Rb5gc7U
insight_id: first_impression-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?'s first impression at Day 34
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?'s first impression arrived on Day 34 — ahead of the typical Day 158–216 band on this channel (28 videos).

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

evidence_json:
  {"shape":"first_impression","pattern":"fast","videoId":"eju1Rb5gc7U","firstImpressionDate":"2026-06-13","daysToFirstImpression":34,"channelP25":157.8,"channelP75":216,"videosInDistribution":28,"firstImpressionsBySourceJson":"{\"Suggested Videos\":\"2026-06-13\",\"Browse / Homepage\":\"2026-06-27\",\"Channel Page\":\"2026-06-29\",\"Playlist Page\":\"2026-07-17\"}"}


snapshot_date: 2026-07-17
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: CAN BEAM NG AI ESCAPE ME? — early to its first impression
generated_at: 2026-07-17T00:00:00Z
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 158–216 band across 28 videos.

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

evidence_json:
[cell repeats an earlier one in this file: 333 characters]


snapshot_date: 2026-07-17
insight_key: first_impression-pVHLTbhPQ98
insight_id: first_impression-pVHLTbhPQ98
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: pVHLTbhPQ98
direction: notable
certainty: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!'s first impression at Day 250
generated_at: 2026-07-17T00:00:00Z
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 158–216 band (28 videos). I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!'s landed on Day 250.

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

evidence_json:
[cell repeats an earlier one in this file: 297 characters]


snapshot_date: 2026-07-17
insight_key: first_impression-0_4YYhl8dO0
insight_id: first_impression-0_4YYhl8dO0
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: 0_4YYhl8dO0
direction: notable
certainty: trend
title: I OPENED A DRIVE THRU! PT1's first impression at Day 243
generated_at: 2026-07-17T00:00:00Z
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 158–216 band (28 videos). I OPENED A DRIVE THRU! PT1's landed on Day 243.

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

evidence_json:
[cell repeats an earlier one in this file: 261 characters]


snapshot_date: 2026-07-17
insight_key: first_impression-8t0yeZBTA7E
insight_id: first_impression-8t0yeZBTA7E
detector_name: emerging_signal
insight_category: timing
subject_type: video
subject_id: 8t0yeZBTA7E
direction: notable
certainty: trend
title: I BROKE CAR DETAILING SIM? DEMO's first impression at Day 243
generated_at: 2026-07-17T00:00:00Z
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 158–216 band (28 videos). I BROKE CAR DETAILING SIM? DEMO's landed on Day 243.

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

evidence_json:
[cell repeats an earlier one in this file: 261 characters]


snapshot_date: 2026-07-17
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! on a plateau
generated_at: 2026-07-17T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":247,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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: Plateau pattern on This was a close call!#americantrucksimulator #ats
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 146 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":193,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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: Quiet stretch on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-07-17T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":66,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: CTR median sits above the pooled typical
generated_at: 2026-07-17T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 80 → 61
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median CTR on this channel: 4.3%. The shared pool's typical median runs around 3.1% — this channel is above that.

context:
  Sitting above the shared pool's typical typically reflects a smaller, more-engaged audience or a format that happens to match the metric well. Not necessarily a goal in itself.

evidence_json:
  {"metric":"ctr","side":"above","range":"2.6%–3.7%","channelMedian":"4.3%","poolFloor":2,"poolMedian":"3.1%"}


snapshot_date: 2026-07-17
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: I STARTED A TRUCK DEALERSHIP tapering off its peak
generated_at: 2026-07-17T00:00:00Z
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 67 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":67,"recentAvgPerDay":0.67,"dropRatio":0.95,"patternLabel":"Recent 0.67 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-17
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: trend
title: Post-peak window for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-07-17T00:00:00Z
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 0.3 around Day 272.

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

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":272,"recentAvgPerDay":0.33,"dropRatio":0.94,"patternLabel":"Recent 0.33 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-17
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: trend
title: Plateau pattern on Why I cant be a truck driver PT: 2
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 129 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":191,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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: trend
title: I OPENED A DRIVE THRU! PT1 on a plateau
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 109 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":261,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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: trend
title: Plateau pattern on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":234,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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: trend
title: Post-peak window for Billie Eilish fans here!
generated_at: 2026-07-17T00:00:00Z
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 0.0 around Day 212.

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

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":212,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-17
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: trend
title: Quiet stretch on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":234,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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 19.9K across 18 videos.
generated_at: 2026-07-17T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19930,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-17
insight_key: geographic_diversification:2026-07-17
insight_id: geographic_diversification:2026-07-17
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Country mix has been spreading
generated_at: 2026-07-17T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The country mix has been spreading out over the past 10 days — typically a broader set of countries contributing to the views.

context:
  Country mix often broadens when a video reaches a new region or a long-tail of smaller countries starts to register — typically a transient shift while traffic from one source is in flux.

evidence_json:
  {"shape":"geographic_expanding","meanSlope":-20.0414,"sampleDays":10,"windowStart":"2026-07-08","windowEnd":"2026-07-17"}


snapshot_date: 2026-07-17
insight_key: source_diversification:2026-07-17
insight_id: source_diversification:2026-07-17
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic sources spreading out
generated_at: 2026-07-17T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score rose at a mean slope of +0.0170/day over the trailing 10 days — often a sign that more sources are sharing reach.

context:
  Source diversity often rises when a previously quiet traffic surface starts to register — typically Browse, Search, or External sharing the load with whatever was carrying the channel before.

evidence_json:
  {"shape":"source_diversifying","meanSlope":0.01702,"sampleDays":10,"windowStart":"2026-07-08","windowEnd":"2026-07-17"}


snapshot_date: 2026-07-17
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: trend
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 on a plateau
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":228,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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: trend
title: Wish my channel made this lol. on a plateau
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 114 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":234,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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: trend
title: Quiet stretch on FIVE FINGER FANS HERE!
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 111 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":234,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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 71% of the past week
body: Across the past week of channel views, CAN I PAY OFF THIS LOAN? accounted for 71%.
generated_at: 2026-07-17T00:00:00Z
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":"eju1Rb5gc7U","topVideoShare7d":0.71,"top3VideoShare7d":0.88,"asOf":"2026-07-17","videosCounted":18}


snapshot_date: 2026-07-17
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: trend
title: Quiet stretch on What is the best season?
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 112 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":228,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
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: 2026-07-17T00:00:00Z
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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":40,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-17
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: 2026-07-17T00:00:00Z
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 56 seconds across the earlier 14.

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

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":55.84,"newerAvgSec":31.6,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-17
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: trend
title: NO LYING tapering off its peak
body: NO LYING peaked at 256.0 views/day on Day 1; around Day 192 it's averaging 0.0 views/day.
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
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":192,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","kind":"state"}


snapshot_date: 2026-07-17
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Plateau pattern on Comment your map suggestions below!
generated_at: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":42,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-17
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are earning lower CTR
body: Across the earlier 14 videos on this channel, median CTR was 3.9%. Across the newer 14, it is 2.1%.
generated_at: 2026-07-17T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 39 → 29
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":3.86,"newerAvg":2.14,"ppChange":-1.72,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-17
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: 2026-07-17T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was -8%/wk across the prior 4 weeks; it's +31%/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":-8,"recentRelSlopePct":31,"priorMeanWeeklyViews":201,"recentMeanWeeklyViews":28,"deltaRelSlopePct":40,"priorSlopeViewsPerWeek":-16.4,"recentSlopeViewsPerWeek":8.7}


snapshot_date: 2026-07-17
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: 42 views; the 7-day window 3 weeks back: 12 views.
generated_at: 2026-07-17T00:00:00Z
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":12,"newestWeekViews":42,"slopeViewsPerWeek":8.7,"relSlope":0.31,"patternLabel":"Weekly views trending up — newest week has 42 views vs 12 3 weeks ago"}


snapshot_date: 2026-07-18
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 4.1× the typical rate
evidence_json: {"recentAvgPerDay":5,"expectedAvgPerDay":1.21,"ratio":4.121,"recentDays":3,"latestDay":69}
generated_at: 2026-07-18T00:00:00Z
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?: 5. Expected at this age on this channel: 1. That puts it at 4.1× typical.

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


snapshot_date: 2026-07-18
insight_key: channel_window_trend-prev-impressions-2026-07-18
insight_id: channel_window_trend-prev-impressions-2026-07-18
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: 188% more impressions a day over the last week
body: The last 7 days averaged 171 impressions a day; the 7 days before averaged 59.
generated_at: 2026-07-18T00:00:00Z
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":"impressions","mode":"prev","current":171.29,"baseline":59.43,"relDeltaPct":188,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-18
insight_key: relative_outlier-KjL7WhexDeM-ctr
insight_id: relative_outlier-KjL7WhexDeM-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: KjL7WhexDeM
direction: positive
certainty: fact
title: Billie Eilish fans here! ranks #1 on CTR
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Billie Eilish fans here! ranks #1 of 16 on this channel for CTR. 5 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2,"mean":0,"zScore":4.22,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":5}


snapshot_date: 2026-07-18
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: 2026-07-18T00:00:00Z
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":173.7091,"mean":8.8709,"zScore":16.29,"rank":1,"totalVideos":16,"ratioToMean":19.58,"outliersInMetric":5}


snapshot_date: 2026-07-18
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":55,"totalVideos":28}
generated_at: 2026-07-18T00:00:00Z
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 55 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: 2026-07-18
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":55,"totalVideos":28}
generated_at: 2026-07-18T00:00:00Z
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 55 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: 2026-07-18
insight_key: quiet_inventory-2026-07-18
insight_id: quiet_inventory-2026-07-18
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: Across the past seven days, 24 of 28 public videos on this channel did not pick up any views.
generated_at: 2026-07-18T00:00:00Z
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":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-18"}


snapshot_date: 2026-07-18
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 83% of channel views.
generated_at: 2026-07-18T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 48 → 69
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":0.83,"top3VideoShare7d":0.98,"asOf":"2026-07-18","videosCounted":18}


snapshot_date: 2026-07-18
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: fact
title: Quality is outpacing reach on I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS!
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 156 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":59,"viewRank":0,"gemGap":59,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.37,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-18
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: 2026-07-18T00:00:00Z
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 7.8 views/day (median). The 11 longer (15+ min) videos average 0.8.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":7.81,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.8,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 7.81 views/day; the 11 longer (15+ min) videos get 0.8."}


snapshot_date: 2026-07-18
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: CTR median above the shared-pool typical
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  A typical CTR median across the shared pool runs around 3.2%. This channel's median sits at 4.4% — above that.

context:
  Consistently above the shared pool's typical often reflects a smaller, more-engaged audience or a specific format matching the metric well. Not necessarily a goal in itself.

evidence_json:
  {"metric":"ctr","side":"above","range":"2.6%–3.8%","channelMedian":"4.4%","poolFloor":2,"poolMedian":"3.2%"}


snapshot_date: 2026-07-18
insight_key: impression_test-eju1Rb5gc7U-2026-07-15
insight_id: impression_test-eju1Rb5gc7U-2026-07-15
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-18T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 84 → 64
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?: impressions averaged 31/day, spiked to 77 on Day 66, then averaged 57/day after.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":66,"spikeDate":"2026-07-15","daysSinceSpike":3,"spikeImpressions":77,"preSpikeAvg":30.89,"postSpikeAvg":57,"spikeOutcome":"sustained","spikeCtr":0.05,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-18
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! on a plateau
generated_at: 2026-07-18T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":248,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: Quiet stretch on This was a close call!#americantrucksimulator #ats
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 140 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":194,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: 2026-07-18T00:00:00Z
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 68 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":68,"recentAvgPerDay":0.67,"dropRatio":0.95,"patternLabel":"Recent 0.67 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-18
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: Plateau pattern on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? is currently flat — no views in the last week. The peak window was on Day 1 (36.3 views/day).

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":67,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: Post-peak window for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-07-18T00:00:00Z
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 0.3 around Day 273.

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

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":273,"recentAvgPerDay":0.33,"dropRatio":0.94,"patternLabel":"Recent 0.33 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: Why I cant be a truck driver PT: 2 on a plateau
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":192,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: 2026-07-18T00:00:00Z
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 69 it's averaging 5.0 views/day.

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

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":69,"recentAvgPerDay":5,"dropRatio":0.82,"patternLabel":"Recent 5 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: Plateau pattern on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":262,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: Quiet stretch on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":235,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: Plateau pattern on Billie Eilish fans here!
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":213,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: Plateau pattern on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 136 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":235,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 on a plateau
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":229,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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 19.9K across 18 videos).
generated_at: 2026-07-18T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19936,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-18
insight_key: geographic_diversification:2026-07-18
insight_id: geographic_diversification:2026-07-18
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Country mix has been spreading
generated_at: 2026-07-18T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The country mix has been spreading out over the past 10 days — typically a broader set of countries contributing to the views.

context:
  Country mix often broadens when a video reaches a new region or a long-tail of smaller countries starts to register — typically a transient shift while traffic from one source is in flux.

evidence_json:
  {"shape":"geographic_expanding","meanSlope":-53.8656,"sampleDays":10,"windowStart":"2026-07-09","windowEnd":"2026-07-18"}


snapshot_date: 2026-07-18
insight_key: source_diversification:2026-07-18
insight_id: source_diversification:2026-07-18
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic sources spreading out
generated_at: 2026-07-18T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score rose at a mean slope of +0.0104/day over the trailing 10 days — often a sign that more sources are sharing reach.

context:
  Source diversity often rises when a previously quiet traffic surface starts to register — typically Browse, Search, or External sharing the load with whatever was carrying the channel before.

evidence_json:
  {"shape":"source_diversifying","meanSlope":0.01045,"sampleDays":10,"windowStart":"2026-07-09","windowEnd":"2026-07-18"}


snapshot_date: 2026-07-18
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: trend
title: Plateau pattern on Wish my channel made this lol.
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":235,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: Plateau pattern on FIVE FINGER FANS HERE!
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 117 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":235,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: What is the best season? on a plateau
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 107 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":229,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: 2026-07-18T00:00:00Z
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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":41,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-18
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: trend
title: Plateau pattern on NO LYING
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 103 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":193,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
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: 2026-07-18T00:00:00Z
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 56 seconds across the earlier 14.

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

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":55.84,"newerAvgSec":31.84,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-18
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Quiet stretch on Comment your map suggestions below!
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":43,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-18
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are landing worse on impression
body: The earlier 14 videos on this channel averaged 3.8% CTR; the newer 14 are averaging 2.1%.
generated_at: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
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":3.81,"newerAvg":2.09,"ppChange":-1.72,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-18
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: 2026-07-18T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the most recent 4 weeks, weekly views ran at +28%/wk relative slope; the 4 weeks before that ran at -17%/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":-17,"recentRelSlopePct":28,"priorMeanWeeklyViews":200,"recentMeanWeeklyViews":29,"deltaRelSlopePct":45,"priorSlopeViewsPerWeek":-33.4,"recentSlopeViewsPerWeek":8.3}


snapshot_date: 2026-07-18
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: 41 views in the most recent 7-day window, versus 13 views in the 7 days starting 3 weeks earlier.
generated_at: 2026-07-18T00:00:00Z
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":13,"newestWeekViews":41,"slopeViewsPerWeek":8.3,"relSlope":0.28,"patternLabel":"Weekly views trending up — newest week has 41 views vs 13 3 weeks ago"}


snapshot_date: 2026-07-19
insight_key: channel_window_trend-prev-impressions-2026-07-19
insight_id: channel_window_trend-prev-impressions-2026-07-19
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: 3.0× the impressions a day over the last week — 179 vs 60
body: The last 7 days averaged 179 impressions a day; the 7 days before averaged 60.
generated_at: 2026-07-19T00:00:00Z
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":"impressions","mode":"prev","current":179,"baseline":59.71,"relDeltaPct":200,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-19
insight_key: relative_outlier-KjL7WhexDeM-ctr
insight_id: relative_outlier-KjL7WhexDeM-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: KjL7WhexDeM
direction: positive
certainty: fact
title: #1 on CTR — Billie Eilish fans here!
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 16 videos on this channel, Billie Eilish fans here! sits at #1 on CTR. 5 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2,"mean":0,"zScore":4.33,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":5}


snapshot_date: 2026-07-19
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: #1 on views per day — This was a close call!#americantrucksimulator #ats
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 190 characters]

evidence_json:
  {"metric":"viewsPerDay","value":170.6071,"mean":8.6874,"zScore":16.36,"rank":1,"totalVideos":16,"ratioToMean":19.64,"outliersInMetric":5}


snapshot_date: 2026-07-19
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":56,"totalVideos":28}
generated_at: 2026-07-19T00:00:00Z
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 56 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: 2026-07-19
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":56,"totalVideos":28}
generated_at: 2026-07-19T00:00:00Z
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 56 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: 2026-07-19
insight_key: quiet_inventory-2026-07-19
insight_id: quiet_inventory-2026-07-19
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: 24 of 28 public videos received no views in the last seven days.
generated_at: 2026-07-19T00:00:00Z
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":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-19"}


snapshot_date: 2026-07-19
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: fact
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! looks stronger than its reach
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 163 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":60,"viewRank":0,"gemGap":60,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.36,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-19
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: 2026-07-19T00:00:00Z
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 3.7 around Day 70.

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

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":70,"recentAvgPerDay":3.67,"dropRatio":0.87,"patternLabel":"Recent 3.67 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-19
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: 2026-07-19T00:00:00Z
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 81% 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":"eju1Rb5gc7U","topVideoShare7d":0.81,"top3VideoShare7d":0.98,"asOf":"2026-07-19","videosCounted":18}


snapshot_date: 2026-07-19
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: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 7.6 across 16 shorter (under 5 min) videos, 0.7 across 11 longer (15+ min) videos.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":7.6,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.67,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 7.6 views/day; the 11 longer (15+ min) videos get 0.67."}


snapshot_date: 2026-07-19
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: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! past its peak window
generated_at: 2026-07-19T00:00:00Z
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 274, 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":274,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-19
insight_key: impression_test-eju1Rb5gc7U-2026-07-15
insight_id: impression_test-eju1Rb5gc7U-2026-07-15
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Day 66, CAN I PAY OFF THIS LOAN? hit 77 impressions — compared to 31/day before. After the spike: 57/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":66,"spikeDate":"2026-07-15","daysSinceSpike":4,"spikeImpressions":77,"preSpikeAvg":30.89,"postSpikeAvg":57,"spikeOutcome":"sustained","spikeCtr":0.05,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-19
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: Quiet stretch on I STARTED A ABANDONED WATER PARK!
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 121 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":249,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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 on a plateau
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 135 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":195,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: Post-peak window for I STARTED A TRUCK DEALERSHIP
generated_at: 2026-07-19T00:00:00Z
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 0.7 around Day 69.

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

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":69,"recentAvgPerDay":0.67,"dropRatio":0.95,"patternLabel":"Recent 0.67 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-19
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? on a plateau
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 108 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":68,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: trend
title: Plateau pattern on Why I cant be a truck driver PT: 2
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 129 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":193,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: trend
title: I OPENED A DRIVE THRU! PT1 on a plateau
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 109 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":263,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: trend
title: Plateau pattern on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":236,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: trend
title: Billie Eilish fans here! on a plateau
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 108 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":214,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: CTR median sits above the pooled typical
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median CTR on this channel: 4.3%. The shared pool's typical median runs around 3.5% — this channel is above that.

context:
  Sitting above the shared pool's typical typically reflects a smaller, more-engaged audience or a format that happens to match the metric well. Not necessarily a goal in itself.

evidence_json:
  {"metric":"ctr","side":"above","range":"3.1%–3.9%","channelMedian":"4.3%","poolFloor":2,"poolMedian":"3.5%"}


snapshot_date: 2026-07-19
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: trend
title: Quiet stretch on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":236,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: trend
title: Quiet stretch on I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":230,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: trend
title: Quiet stretch on Wish my channel made this lol.
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":236,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: trend
title: FIVE FINGER FANS HERE! on a plateau
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 106 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":236,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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 19.9K across 18 videos.
generated_at: 2026-07-19T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19940,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-19
insight_key: geographic_diversification:2026-07-19
insight_id: geographic_diversification:2026-07-19
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Country mix has been spreading
generated_at: 2026-07-19T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The country mix has been spreading out over the past 10 days — typically a broader set of countries contributing to the views.

context:
  Country mix often broadens when a video reaches a new region or a long-tail of smaller countries starts to register — typically a transient shift while traffic from one source is in flux.

evidence_json:
  {"shape":"geographic_expanding","meanSlope":-83.4102,"sampleDays":10,"windowStart":"2026-07-10","windowEnd":"2026-07-19"}


snapshot_date: 2026-07-19
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: trend
title: Plateau pattern on What is the best season?
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":230,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
insight_key: returning_viewers-mostly_new-2026-07-19
insight_id: returning_viewers-mostly_new-2026-07-19
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: 2026-07-19T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  For the week ending Jul 19, 2026, 28.6% of the traffic sources and countries reaching this channel also reached it the week before. The week before read 60%.

context:
[cell repeats an earlier one in this file: 221 characters]

evidence_json:
  {"shape":"returning_viewers","weekEnding":"2026-07-19","band":"mostly_new","persistencePct":28.6,"replacementPct":71.4,"priorWeekPersistencePct":60,"weeksMeasured":5,"kind":"state"}


snapshot_date: 2026-07-19
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: trend
title: NO LYING on a plateau
body: No views in the last week for NO LYING. Peak was 256.0 views/day on Day 1 (100% below peak).
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":194,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":42,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-19
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Plateau pattern on Comment your map suggestions below!
generated_at: 2026-07-19T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":44,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-19
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 14 videos here averaged 56 seconds watched; the newer 14 are averaging 32.
generated_at: 2026-07-19T00:00:00Z
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":55.84,"newerAvgSec":31.76,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-19
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are earning lower CTR
body: Across the earlier 14 videos on this channel, median CTR was 3.8%. Across the newer 14, it is 2.0%.
generated_at: 2026-07-19T00:00:00Z
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":3.76,"newerAvg":2.02,"ppChange":-1.74,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-19
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: +29%/wk. Prior 4-week slope: -19%/wk. Sample: 8 weekly buckets.
generated_at: 2026-07-19T00:00:00Z
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":-19,"recentRelSlopePct":29,"priorMeanWeeklyViews":200,"recentMeanWeeklyViews":30,"deltaRelSlopePct":48,"priorSlopeViewsPerWeek":-38.8,"recentSlopeViewsPerWeek":8.5}


snapshot_date: 2026-07-19
insight_key: source_diversification:2026-07-19
insight_id: source_diversification:2026-07-19
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic sources spreading out
generated_at: 2026-07-19T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score rose at a mean slope of +0.0041/day over the trailing 10 days — often a sign that more sources are sharing reach.

context:
  Source diversity often rises when a previously quiet traffic surface starts to register — typically Browse, Search, or External sharing the load with whatever was carrying the channel before.

evidence_json:
  {"shape":"source_diversifying","meanSlope":0.00411,"sampleDays":10,"windowStart":"2026-07-10","windowEnd":"2026-07-19"}


snapshot_date: 2026-07-19
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: 43 views. The 7 days starting 3 weeks before that: 13 views.
generated_at: 2026-07-19T00:00:00Z
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":13,"newestWeekViews":43,"slopeViewsPerWeek":8.5,"relSlope":0.29,"patternLabel":"Weekly views trending up — newest week has 43 views vs 13 3 weeks ago"}


snapshot_date: 2026-07-20
insight_key: channel_window_trend-prev-impressions-2026-07-20
insight_id: channel_window_trend-prev-impressions-2026-07-20
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Daily impressions ran higher week to week
generated_at: 2026-07-20T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the last 7 days the channel averaged 173 impressions a day, against 61 for the 7 days before.

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

evidence_json:
  {"shape":"channel_window_trend","metric":"impressions","mode":"prev","current":173.14,"baseline":61,"relDeltaPct":184,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-20
insight_key: relative_outlier-KjL7WhexDeM-ctr
insight_id: relative_outlier-KjL7WhexDeM-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: KjL7WhexDeM
direction: positive
certainty: fact
title: CTR ranking for Billie Eilish fans here!: #1
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 147 characters]

evidence_json:
  {"metric":"ctr","value":0.2,"mean":0,"zScore":4.35,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":4}


snapshot_date: 2026-07-20
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: 2026-07-20T00:00:00Z
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":167.614,"mean":8.4846,"zScore":16.48,"rank":1,"totalVideos":16,"ratioToMean":19.76,"outliersInMetric":5}


snapshot_date: 2026-07-20
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":57,"totalVideos":28}
generated_at: 2026-07-20T00:00:00Z
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 57 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: 2026-07-20
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":57,"totalVideos":28}
generated_at: 2026-07-20T00:00:00Z
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 57 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: 2026-07-20
insight_key: quiet_inventory-2026-07-20
insight_id: quiet_inventory-2026-07-20
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: On this channel, 24 of 28 public videos went the last week without a single view.
generated_at: 2026-07-20T00:00:00Z
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":24,"videosTotal":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-20"}


snapshot_date: 2026-07-20
insight_key: impression_test-eju1Rb5gc7U-2026-07-18
insight_id: impression_test-eju1Rb5gc7U-2026-07-18
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-20T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Day 69, CAN I PAY OFF THIS LOAN? hit 69 impressions — compared to 34/day before. After the spike: 53/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":69,"spikeDate":"2026-07-18","daysSinceSpike":2,"spikeImpressions":69,"preSpikeAvg":33.68,"postSpikeAvg":53,"spikeOutcome":"sustained","spikeCtr":0.09,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-20
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: fact
title: Quality is outpacing reach on I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS!
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 156 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":60,"viewRank":0,"gemGap":60,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.35,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-20
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 leading on views/day here
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 7.4 across 16 shorter (under 5 min) videos, 0.6 across 11 longer (15+ min) videos.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":7.41,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.57,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 7.41 views/day; the 11 longer (15+ min) videos get 0.57."}


snapshot_date: 2026-07-20
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: Top video carried last week's mass
generated_at: 2026-07-20T00:00:00Z
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 78% of channel views; the top three together accounted for 97%.

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":0.78,"top3VideoShare7d":0.97,"asOf":"2026-07-20","videosCounted":18}


snapshot_date: 2026-07-20
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: Quiet stretch on I STARTED A ABANDONED WATER PARK!
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 121 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":250,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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 on a plateau
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 135 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":196,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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? on a plateau
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 108 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":69,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! tapering off its peak
generated_at: 2026-07-20T00:00:00Z
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 275 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":275,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: Why I cant be a truck driver PT: 2 on a plateau
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":194,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: Quiet stretch on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 114 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":264,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: Plateau pattern on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":237,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: 2026-07-20T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 3.0 views/day around Day 71, 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":71,"recentAvgPerDay":3,"dropRatio":0.89,"patternLabel":"Recent 3 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-20
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: 2026-07-20T00:00:00Z
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 70 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":12.33,"recentDay":70,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: Quiet stretch on Billie Eilish fans here!
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 113 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":215,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: Plateau pattern on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 136 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":237,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 on a plateau
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":231,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: Plateau pattern on Wish my channel made this lol.
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":237,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: Quiet stretch on FIVE FINGER FANS HERE!
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 111 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":237,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: trend
title: What is the best season? on a plateau
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 107 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":231,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: CTR median sits above the pooled typical
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median CTR on this channel: 4.2%. The shared pool's typical median runs around 3.6% — this channel is above that.

context:
  Sitting above the shared pool's typical typically reflects a smaller, more-engaged audience or a format that happens to match the metric well. Not necessarily a goal in itself.

evidence_json:
  {"metric":"ctr","side":"above","range":"3.3%–3.9%","channelMedian":"4.2%","poolFloor":2,"poolMedian":"3.6%"}


snapshot_date: 2026-07-20
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: trend
title: Plateau pattern on NO LYING
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 103 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":195,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Quiet stretch on Comment your map suggestions below!
generated_at: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":45,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-20
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: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":43,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-20
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are earning lower CTR
body: Across the earlier 14 videos on this channel, median CTR was 3.8%. Across the newer 14, it is 2.0%.
generated_at: 2026-07-20T00:00:00Z
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":3.76,"newerAvg":1.99,"ppChange":-1.77,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-20
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: 2026-07-20T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was -59%/wk across the prior 4 weeks; it's +22%/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":-59,"recentRelSlopePct":22,"priorMeanWeeklyViews":200,"recentMeanWeeklyViews":30,"deltaRelSlopePct":81,"priorSlopeViewsPerWeek":-118.6,"recentSlopeViewsPerWeek":6.4}


snapshot_date: 2026-07-20
insight_key: organic_reemergence-pn2r7K_BnVk-browse-homepage
insight_id: organic_reemergence-pn2r7K_BnVk-browse-homepage
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: pn2r7K_BnVk
direction: positive
certainty: signal
title: Browse / Homepage returned to CAN BEAM NG AI ESCAPE ME? after 13 quiet days
generated_at: 2026-07-20T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Jul 20, 2026, Browse / Homepage produced 1 impression on CAN BEAM NG AI ESCAPE ME? — the first activity from this surface in 13 days.

context:
  Browse often cycles videos in and out of its surfaces — a quiet stretch followed by renewed impressions is the shape YouTube's distribution can take on its own, rarely tied to a single cause.

evidence_json:
  {"shape":"organic_reemergence","videoId":"pn2r7K_BnVk","source":"Browse / Homepage","metric":"impressions","quietDays":13,"resumptionActivity":1,"firstResumeDate":"2026-07-20","lastActivityDate":"2026-07-06"}


snapshot_date: 2026-07-20
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: 37 views. The 7 days starting 3 weeks before that: 13 views.
generated_at: 2026-07-20T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 15 → 12
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 199 characters]

evidence_json:
  {"weeks":4,"oldestWeekViews":13,"newestWeekViews":37,"slopeViewsPerWeek":6.4,"relSlope":0.22,"patternLabel":"Weekly views trending up — newest week has 37 views vs 13 3 weeks ago"}


snapshot_date: 2026-07-21
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: views per day ranking for This was a close call!#americantrucksimulator #ats: #1
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 193 characters]

evidence_json:
  {"metric":"viewsPerDay","value":164.7241,"mean":8.3283,"zScore":16.52,"rank":1,"totalVideos":16,"ratioToMean":19.78,"outliersInMetric":5}


snapshot_date: 2026-07-21
insight_key: relative_outlier-KjL7WhexDeM-ctr
insight_id: relative_outlier-KjL7WhexDeM-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: KjL7WhexDeM
direction: positive
certainty: fact
title: #1 on CTR — Billie Eilish fans here!
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 16 videos on this channel, Billie Eilish fans here! sits at #1 on CTR. 3 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.1667,"mean":0,"zScore":3.48,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":3}


snapshot_date: 2026-07-21
insight_key: channel_window_trend-prev-source_diversity-2026-07-21
insight_id: channel_window_trend-prev-source_diversity-2026-07-21
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: 2026-07-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 112 characters]

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

evidence_json:
  {"shape":"channel_window_trend","metric":"source_diversity","mode":"prev","current":0.17,"baseline":0.36,"relDeltaPct":-53,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-21
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":58,"totalVideos":28}
generated_at: 2026-07-21T00:00:00Z
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 58 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: 2026-07-21
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":58,"totalVideos":28}
generated_at: 2026-07-21T00:00:00Z
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 58 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: 2026-07-21
insight_key: quiet_inventory-2026-07-21
insight_id: quiet_inventory-2026-07-21
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: 24 of 28 public videos received no views in the last seven days.
generated_at: 2026-07-21T00:00:00Z
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":24,"videosTotal":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-21"}


snapshot_date: 2026-07-21
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: fact
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! is landing better than it's spreading
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 148 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":59,"viewRank":0,"gemGap":59,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.34,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-21
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: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! past its peak window
generated_at: 2026-07-21T00:00:00Z
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 0.3 views/day around Day 276, 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":276,"recentAvgPerDay":0.33,"dropRatio":0.94,"patternLabel":"Recent 0.33 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-21
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: Post-peak window for CAN I PAY OFF THIS LOAN?
generated_at: 2026-07-21T00:00:00Z
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 2.3 around Day 72.

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

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":72,"recentAvgPerDay":2.33,"dropRatio":0.92,"patternLabel":"Recent 2.33 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-21
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: I STARTED A TRUCK DEALERSHIP past its peak window
generated_at: 2026-07-21T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP is averaging 0.7 views/day around Day 71, 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":71,"recentAvgPerDay":0.67,"dropRatio":0.95,"patternLabel":"Recent 0.67 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-21
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 getting more views/day
generated_at: 2026-07-21T00:00:00Z
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 7.2 views/day (median). The 11 longer (15+ min) videos average 0.5.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":7.22,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.5,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 7.22 views/day; the 11 longer (15+ min) videos get 0.5."}


snapshot_date: 2026-07-21
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: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 103 characters]

evidence_json:
  {"metric":"retention","value":69.6,"mean":21.8,"zScore":2.04,"rank":1,"totalVideos":16,"ratioToMean":3.19,"outliersInMetric":1}


snapshot_date: 2026-07-21
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 79% of channel views.
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 208 characters]

evidence_json:
  {"shape":"catalog_concentration","pattern":"top_video_share_rolling","maturity":"sprouting","threshold":0.5,"topVideoId":"eju1Rb5gc7U","topVideoShare7d":0.79,"top3VideoShare7d":0.97,"asOf":"2026-07-21","videosCounted":18}


snapshot_date: 2026-07-21
insight_key: impression_test-eju1Rb5gc7U-2026-07-18
insight_id: impression_test-eju1Rb5gc7U-2026-07-18
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-21T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 84 → 64
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? had an impression spike on Day 69 (69 impressions vs 34/day before). Post-spike average: 47/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":69,"spikeDate":"2026-07-18","daysSinceSpike":3,"spikeImpressions":69,"preSpikeAvg":33.68,"postSpikeAvg":47,"spikeOutcome":"sustained","spikeCtr":0.09,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-21
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! on a plateau
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 116 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":251,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: Quiet stretch on This was a close call!#americantrucksimulator #ats
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 140 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":197,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: Quiet stretch on Why I cant be a truck driver PT: 2
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 123 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":195,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: Plateau pattern on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":70,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: I OPENED A DRIVE THRU! PT1 on a plateau
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 109 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":265,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: Quiet stretch on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":238,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: Billie Eilish fans here! on a plateau
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 108 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":216,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: Who is the best Youtuber besides MrBeast? on a plateau
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":238,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: Plateau pattern on I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 131 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":232,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: Wish my channel made this lol. on a plateau
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 114 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":238,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: FIVE FINGER FANS HERE! on a plateau
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 106 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":238,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: trend
title: Quiet stretch on What is the best season?
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 112 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":232,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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 19.9K across 18 videos).
generated_at: 2026-07-21T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19946,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-21
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: trend
title: Quiet stretch on NO LYING
body: NO LYING hasn't picked up views in the last seven tracked days. Peak averaged 256.0/day on Day 1.
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":196,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
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: 3 videos picking up Suggested Videos traffic
evidence_json: {"source":"Suggested Videos","videoCount":3,"totalViews":6,"date":"2026-07-21","shape":"pattern"}
generated_at: 2026-07-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  3 videos on this channel drew 6 total views from Suggested Videos on Jul 21, 2026. Not a standout video — a surface reaching the catalog broadly.

context:
[cell repeats an earlier one in this file: 303 characters]


snapshot_date: 2026-07-21
insight_key: source_diversification:2026-07-21
insight_id: source_diversification:2026-07-21
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic concentrating into fewer sources
generated_at: 2026-07-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score fell at a mean slope of -0.0076/day over the trailing 10 days — typically one or two sources carrying more of the channel.

context:
  Source diversity often falls when one surface — Browse, Suggested, or Search — starts pulling a larger share. Typically a snapshot of which surface is most active rather than a directional change.

evidence_json:
  {"shape":"source_consolidating","meanSlope":-0.00755,"sampleDays":10,"windowStart":"2026-07-12","windowEnd":"2026-07-21"}


snapshot_date: 2026-07-21
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Comment your map suggestions below! on a plateau
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":46,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-21
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: CTR median above the shared-pool typical
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  A typical CTR median across the shared pool runs around 3.6%. This channel's median sits at 4.2% — above that.

context:
  Consistently above the shared pool's typical often reflects a smaller, more-engaged audience or a specific format matching the metric well. Not necessarily a goal in itself.

evidence_json:
  {"metric":"ctr","side":"above","range":"3.3%–3.9%","channelMedian":"4.2%","poolFloor":2,"poolMedian":"3.6%"}


snapshot_date: 2026-07-21
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: 2026-07-21T00:00:00Z
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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":44,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-21
insight_key: generation_avd
insight_id: generation_avd
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Watch time is weaker on newer uploads
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 105 characters]

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

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":55.76,"newerAvgSec":31.7,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-21
insight_key: returning_viewers-mostly_new-2026-07-19
insight_id: returning_viewers-mostly_new-2026-07-19
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: Week of Jul 19, 2026: 28.6% of the mix carried over
generated_at: 2026-07-21T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  28.6% of the (traffic-source, country) buckets that drew views this week also drew views last week. The week before read 60%.

context:
[cell repeats an earlier one in this file: 221 characters]

evidence_json:
  {"shape":"returning_viewers","weekEnding":"2026-07-19","band":"mostly_new","persistencePct":28.6,"replacementPct":71.4,"priorWeekPersistencePct":60,"weeksMeasured":5,"kind":"state"}


snapshot_date: 2026-07-21
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are landing worse on impression
body: The earlier 14 videos on this channel averaged 3.9% CTR; the newer 14 are averaging 2.1%.
generated_at: 2026-07-21T00:00:00Z
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":3.86,"newerAvg":2.08,"ppChange":-1.78,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-21
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: +20%/wk. Prior 4-week slope: -63%/wk. Sample: 8 weekly buckets.
generated_at: 2026-07-21T00:00:00Z
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":-63,"recentRelSlopePct":20,"priorMeanWeeklyViews":200,"recentMeanWeeklyViews":30,"deltaRelSlopePct":83,"priorSlopeViewsPerWeek":-126.6,"recentSlopeViewsPerWeek":6}


snapshot_date: 2026-07-21
insight_key: organic_reemergence-eju1Rb5gc7U-browse-homepage
insight_id: organic_reemergence-eju1Rb5gc7U-browse-homepage
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: signal
title: CAN I PAY OFF THIS LOAN? getting Browse / Homepage impressions again
generated_at: 2026-07-21T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? drew 1 Browse / Homepage impression on Jul 20, 2026 after 8 quiet days with none from this surface.

context:
  Browse often cycles videos in and out of its surfaces — a quiet stretch followed by renewed impressions is the shape YouTube's distribution can take on its own, rarely tied to a single cause.

evidence_json:
  {"shape":"organic_reemergence","videoId":"eju1Rb5gc7U","source":"Browse / Homepage","metric":"impressions","quietDays":8,"resumptionActivity":1,"firstResumeDate":"2026-07-20","lastActivityDate":"2026-07-11"}


snapshot_date: 2026-07-21
insight_key: organic_reemergence-pn2r7K_BnVk-browse-homepage
insight_id: organic_reemergence-pn2r7K_BnVk-browse-homepage
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: pn2r7K_BnVk
direction: positive
certainty: signal
title: CAN BEAM NG AI ESCAPE ME? getting Browse / Homepage impressions again
generated_at: 2026-07-21T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 17 → 13
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN BEAM NG AI ESCAPE ME? drew 1 Browse / Homepage impression on Jul 20, 2026 after 13 quiet days with none from this surface.

context:
[cell repeats an earlier one in this file: 191 characters]

evidence_json:
  {"shape":"organic_reemergence","videoId":"pn2r7K_BnVk","source":"Browse / Homepage","metric":"impressions","quietDays":13,"resumptionActivity":1,"firstResumeDate":"2026-07-20","lastActivityDate":"2026-07-06"}


snapshot_date: 2026-07-21
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: 34 views in the most recent 7-day window, versus 13 views in the 7 days starting 3 weeks earlier.
generated_at: 2026-07-21T00:00:00Z
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":13,"newestWeekViews":34,"slopeViewsPerWeek":6,"relSlope":0.2,"patternLabel":"Weekly views trending up — newest week has 34 views vs 13 3 weeks ago"}


snapshot_date: 2026-07-22
insight_key: relative_outlier-pVHLTbhPQ98-ctr
insight_id: relative_outlier-pVHLTbhPQ98-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: pVHLTbhPQ98
direction: positive
certainty: fact
title: #1 on CTR — I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-07-22T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 16 videos on this channel, I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! sits at #1 on CTR. 3 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2,"mean":0,"zScore":3.94,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":3}


snapshot_date: 2026-07-22
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: views per day ranking for This was a close call!#americantrucksimulator #ats: #1
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 193 characters]

evidence_json:
  {"metric":"viewsPerDay","value":161.9322,"mean":8.1705,"zScore":16.56,"rank":1,"totalVideos":16,"ratioToMean":19.82,"outliersInMetric":5}


snapshot_date: 2026-07-22
insight_key: channel_window_trend-prev-source_diversity-2026-07-22
insight_id: channel_window_trend-prev-source_diversity-2026-07-22
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: 2026-07-22T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 112 characters]

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

evidence_json:
  {"shape":"channel_window_trend","metric":"source_diversity","mode":"prev","current":0.14,"baseline":0.33,"relDeltaPct":-58,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-22
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":59,"totalVideos":28}
generated_at: 2026-07-22T00:00:00Z
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 59 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: 2026-07-22
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":59,"totalVideos":28}
generated_at: 2026-07-22T00:00:00Z
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 59 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: 2026-07-22
insight_key: quiet_inventory-2026-07-22
insight_id: quiet_inventory-2026-07-22
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: Across the past seven days, 24 of 28 public videos on this channel did not pick up any views.
generated_at: 2026-07-22T00:00:00Z
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":24,"videosTotal":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-22"}


snapshot_date: 2026-07-22
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: fact
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! looks stronger than its reach
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 163 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":59,"viewRank":0,"gemGap":59,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.33,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-22
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: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 7.0 across 16 shorter (under 5 min) videos, 0.7 across 11 longer (15+ min) videos.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":7.05,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.67,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 7.05 views/day; the 11 longer (15+ min) videos get 0.67."}


snapshot_date: 2026-07-22
insight_key: impression_test-eju1Rb5gc7U-2026-07-18
insight_id: impression_test-eju1Rb5gc7U-2026-07-18
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?: impressions averaged 34/day, spiked to 69 on Day 69, then averaged 47/day after.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":69,"spikeDate":"2026-07-18","daysSinceSpike":4,"spikeImpressions":69,"preSpikeAvg":33.68,"postSpikeAvg":47,"spikeOutcome":"sustained","spikeCtr":0.09,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-22
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! on a plateau
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 116 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":252,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: Plateau pattern on This was a close call!#americantrucksimulator #ats
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 146 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":198,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Quiet stretch on Why I cant be a truck driver PT: 2
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 123 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":196,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: 2026-07-22T00:00:00Z
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 73 it's averaging 2.3 views/day.

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

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":73,"recentAvgPerDay":2.33,"dropRatio":0.92,"patternLabel":"Recent 2.33 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-22
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: Quiet stretch on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 113 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":71,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Plateau pattern on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":266,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Don’t check the sound! 🥶🥶😱😱😨😨 on a plateau
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 113 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":239,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Billie Eilish fans here! on a plateau
generated_at: 2026-07-22T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":217,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Post-peak window for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-07-22T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
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 0.7 around Day 277.

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

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":277,"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: 2026-07-22
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: 2026-07-22T00:00:00Z
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 72, 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":72,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Quiet stretch on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":239,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Quiet stretch on I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":233,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: CTR median above the shared-pool typical
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  A typical CTR median across the shared pool runs around 3.1%. This channel's median sits at 3.8% — above that.

context:
[cell repeats an earlier one in this file: 173 characters]

evidence_json:
  {"metric":"ctr","side":"above","range":"2.4%–3.4%","channelMedian":"3.8%","poolFloor":2,"poolMedian":"3.1%"}


snapshot_date: 2026-07-22
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: trend
title: Quiet stretch on Wish my channel made this lol.
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":239,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Plateau pattern on FIVE FINGER FANS HERE!
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 117 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":239,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: Plateau pattern on What is the best season?
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":233,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: trend
title: NO LYING on a plateau
body: No views in the last week for NO LYING. Peak was 256.0 views/day on Day 1 (100% below peak).
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":197,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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 19.9K across 18 videos.
generated_at: 2026-07-22T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19950,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-22
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: CAN I PAY OFF THIS LOAN? held 74% of the past week
body: Across the past week of channel views, CAN I PAY OFF THIS LOAN? accounted for 74%.
generated_at: 2026-07-22T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 66 → 53
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":0.74,"top3VideoShare7d":0.94,"asOf":"2026-07-22","videosCounted":18}


snapshot_date: 2026-07-22
insight_key: source_diversification:2026-07-22
insight_id: source_diversification:2026-07-22
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic concentrating into fewer sources
generated_at: 2026-07-22T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score fell at a mean slope of -0.0125/day over the trailing 10 days — typically one or two sources carrying more of the channel.

context:
  Source diversity often falls when one surface — Browse, Suggested, or Search — starts pulling a larger share. Typically a snapshot of which surface is most active rather than a directional change.

evidence_json:
  {"shape":"source_consolidating","meanSlope":-0.0125,"sampleDays":10,"windowStart":"2026-07-13","windowEnd":"2026-07-22"}


snapshot_date: 2026-07-22
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Plateau pattern on Comment your map suggestions below!
generated_at: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":47,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-22
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: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":45,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-22
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: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 105 characters]

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

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":55.72,"newerAvgSec":31.7,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-22
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: CTR slipped across newer uploads
body: This channel's newer 14 videos are sitting around 2.0% CTR, versus 4.2% across the earlier 14.
generated_at: 2026-07-22T00:00:00Z
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":4.16,"newerAvg":2.03,"ppChange":-2.13,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-22
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":6,"date":"2026-07-22","shape":"pattern"}
generated_at: 2026-07-22T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 49 → 38
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  3 videos on this channel each saw some Suggested Videos views on Jul 22, 2026 — 6 views combined. Spread this wide and this thin reads as the surface waking up for the channel.

context:
[cell repeats an earlier one in this file: 303 characters]


snapshot_date: 2026-07-22
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: 2026-07-22T00:00:00Z
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 21.0× as well as the weakest quarter (5284.0% vs 252.0%, across 23 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":52.84,"bottomQuartileMean":2.52,"ratio":20.968,"videos":23,"quartileSize":5}


snapshot_date: 2026-07-22
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: 2026-07-22T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the most recent 4 weeks, weekly views ran at +16%/wk relative slope; the 4 weeks before that ran at -62%/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":-62,"recentRelSlopePct":16,"priorMeanWeeklyViews":187,"recentMeanWeeklyViews":31,"deltaRelSlopePct":77,"priorSlopeViewsPerWeek":-115.3,"recentSlopeViewsPerWeek":4.9}


snapshot_date: 2026-07-22
insight_key: organic_reemergence-ZGKE-Y4Aduc-suggested-videos
insight_id: organic_reemergence-ZGKE-Y4Aduc-suggested-videos
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: ZGKE-Y4Aduc
direction: positive
certainty: signal
title: WHY AM I DRIVING A TRUCK? getting Suggested Videos impressions again
generated_at: 2026-07-22T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  WHY AM I DRIVING A TRUCK? drew 1 Suggested Videos impression on Jul 22, 2026 after 26 quiet days with none from this surface.

context:
[cell repeats an earlier one in this file: 116 characters]

evidence_json:
  {"shape":"organic_reemergence","videoId":"ZGKE-Y4Aduc","source":"Suggested Videos","metric":"impressions","quietDays":26,"resumptionActivity":1,"firstResumeDate":"2026-07-22","lastActivityDate":"2026-06-25"}


snapshot_date: 2026-07-22
insight_key: organic_reemergence-eju1Rb5gc7U-browse-homepage
insight_id: organic_reemergence-eju1Rb5gc7U-browse-homepage
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: signal
title: Browse / Homepage returned to CAN I PAY OFF THIS LOAN? after 8 quiet days
generated_at: 2026-07-22T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 14 → 10
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Jul 20, 2026, Browse / Homepage produced 1 impression on CAN I PAY OFF THIS LOAN? — the first activity from this surface in 8 days.

context:
[cell repeats an earlier one in this file: 191 characters]

evidence_json:
  {"shape":"organic_reemergence","videoId":"eju1Rb5gc7U","source":"Browse / Homepage","metric":"impressions","quietDays":8,"resumptionActivity":1,"firstResumeDate":"2026-07-20","lastActivityDate":"2026-07-11"}


snapshot_date: 2026-07-23
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 3.6× the typical rate
evidence_json: {"recentAvgPerDay":5.33,"expectedAvgPerDay":1.5,"ratio":3.556,"recentDays":3,"latestDay":74}
generated_at: 2026-07-23T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Recent views/day for CAN I PAY OFF THIS LOAN?: 5. Expected at this age on this channel: 2. That puts it at 3.6× typical.

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


snapshot_date: 2026-07-23
insight_key: relative_outlier-pVHLTbhPQ98-ctr
insight_id: relative_outlier-pVHLTbhPQ98-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: pVHLTbhPQ98
direction: positive
certainty: fact
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! ranks #1 on CTR
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! ranks #1 of 16 on this channel for CTR. 3 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2174,"mean":0,"zScore":4.18,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":3}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 177 characters]

evidence_json:
  {"metric":"viewsPerDay","value":159.2333,"mean":8.0734,"zScore":16.44,"rank":1,"totalVideos":16,"ratioToMean":19.72,"outliersInMetric":5}


snapshot_date: 2026-07-23
insight_key: channel_window_trend-prev-source_diversity-2026-07-23
insight_id: channel_window_trend-prev-source_diversity-2026-07-23
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: 2026-07-23T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 112 characters]

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

evidence_json:
  {"shape":"channel_window_trend","metric":"source_diversity","mode":"prev","current":0.1,"baseline":0.34,"relDeltaPct":-71,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-23
insight_key: suggested_cliff-2026-07-23
insight_id: suggested_cliff-2026-07-23
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Suggested ran 83% lower on Jul 23, 2026
generated_at: 2026-07-23T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Jul 23, 2026, Suggested Videos delivered 55 channel-wide impressions — 83% below the prior day's 315.

context:
[cell repeats an earlier one in this file: 169 characters]

evidence_json:
  {"shape":"suggested_cliff","date":"2026-07-23","todayImpressions":55,"priorImpressions":315,"dropPct":83}


snapshot_date: 2026-07-23
insight_key: single_source_spike_day-2026-07-23
insight_id: single_source_spike_day-2026-07-23
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: A video in Suggested
body: A video received 10 views from Suggested Videos on Jul 23, 2026.
generated_at: 2026-07-23T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 165 characters]

evidence_json:
  {"shape":"single_source_spike_day","date":"2026-07-23","source":"Suggested Videos","sourceViews":10,"totalViews":10,"sharePct":100}


snapshot_date: 2026-07-23
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":60,"totalVideos":28}
generated_at: 2026-07-23T00:00:00Z
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 60 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: 2026-07-23
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":60,"totalVideos":28}
generated_at: 2026-07-23T00:00:00Z
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 60 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: 2026-07-23
insight_key: quiet_inventory-2026-07-23
insight_id: quiet_inventory-2026-07-23
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: 24 of 28 public videos received no views in the last seven days.
generated_at: 2026-07-23T00:00:00Z
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":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-23"}


snapshot_date: 2026-07-23
insight_key: emerging_signal-suggested-videos-channel-consolidated
insight_id: emerging_signal-suggested-videos-channel-consolidated
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: positive
certainty: signal
title: Suggested Videos active across 2 videos
generated_at: 2026-07-23T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: milestone
contributor_id: c-06b6e03a7e70b17553c9
body:
  2 of this channel's videos drew Suggested Videos traffic on the same day, Jul 23, 2026 — 10 views together. A channel-wide opening on this surface, even if no single video stands out yet.

context:
[cell repeats an earlier one in this file: 362 characters]

evidence_json:
  {"source":"Suggested Videos","videoCount":2,"totalViews":10,"date":"2026-07-23","shape":"consolidated"}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 51 → 61
signal_family: catalog_shape
contributor_id: c-06b6e03a7e70b17553c9
body:
  In the last week, CAN I PAY OFF THIS LOAN? accounted for 77% of channel views; the top three together accounted for 94%.

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":0.77,"top3VideoShare7d":0.94,"asOf":"2026-07-23","videosCounted":18}


snapshot_date: 2026-07-23
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: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! tapering off its peak
generated_at: 2026-07-23T00:00:00Z
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 278 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":278,"recentAvgPerDay":1,"dropRatio":0.83,"patternLabel":"Recent 1 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
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 6.9 views/day (median). The 11 longer (15+ min) videos average 0.6.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":6.88,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.6,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 6.88 views/day; the 11 longer (15+ min) videos get 0.6."}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 106 characters]

evidence_json:
  {"metric":"retention","value":69.6,"mean":21.8,"zScore":2.03,"rank":1,"totalVideos":16,"ratioToMean":3.19,"outliersInMetric":1}


snapshot_date: 2026-07-23
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: This channel's CTR is above the shared-pool typical
body: At 4.1%, this channel's median CTR falls above the shared pool's typical of 3.1%.
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
  Running above the shared pool's typical usually reflects a smaller, more-engaged audience or a format that matches the metric particularly well. Not a goal in itself.

evidence_json:
  {"metric":"ctr","side":"above","range":"2.2%–3.6%","channelMedian":"4.1%","poolFloor":2,"poolMedian":"3.1%"}


snapshot_date: 2026-07-23
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: trend
title: Quiet stretch on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 114 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":267,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: Plateau pattern on I STARTED A ABANDONED WATER PARK!
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 127 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":253,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: trend
title: Plateau pattern on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":240,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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 on a plateau
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 135 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":199,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: trend
title: Plateau pattern on Why I cant be a truck driver PT: 2
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 129 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":197,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
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 73.

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

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":73,"recentAvgPerDay":0.33,"dropRatio":0.97,"patternLabel":"Recent 0.33 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-23
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? on a plateau
generated_at: 2026-07-23T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":72,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: trend
title: Plateau pattern on Billie Eilish fans here!
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":218,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
insight_key: impression_test-eju1Rb5gc7U-2026-07-18
insight_id: impression_test-eju1Rb5gc7U-2026-07-18
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Day 69, CAN I PAY OFF THIS LOAN? hit 69 impressions — compared to 34/day before. After the spike: 47/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":69,"spikeDate":"2026-07-18","daysSinceSpike":5,"spikeImpressions":69,"preSpikeAvg":33.68,"postSpikeAvg":47,"spikeOutcome":"sustained","spikeCtr":0.09,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-23
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: trend
title: Plateau pattern on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 136 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":240,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 5.3 views/day around Day 74, 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":74,"recentAvgPerDay":5.33,"dropRatio":0.81,"patternLabel":"Recent 5.33 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-23
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: trend
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 on a plateau
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":234,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: trend
title: Plateau pattern on Wish my channel made this lol.
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":240,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: trend
title: Quiet stretch on FIVE FINGER FANS HERE!
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 111 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":240,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: trend
title: What is the best season? on a plateau
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 107 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":234,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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: trend
title: Plateau pattern on NO LYING
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 103 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":198,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Quiet stretch on Comment your map suggestions below!
generated_at: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":48,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-23
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 20.0K across 18 videos).
generated_at: 2026-07-23T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19960,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-23
insight_key: source_diversification:2026-07-23
insight_id: source_diversification:2026-07-23
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic concentrating into fewer sources
generated_at: 2026-07-23T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score fell at a mean slope of -0.0172/day over the trailing 10 days — typically one or two sources carrying more of the channel.

context:
  Source diversity often falls when one surface — Browse, Suggested, or Search — starts pulling a larger share. Typically a snapshot of which surface is most active rather than a directional change.

evidence_json:
  {"shape":"source_consolidating","meanSlope":-0.01718,"sampleDays":10,"windowStart":"2026-07-14","windowEnd":"2026-07-23"}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":46,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 14 videos on this channel, average view duration was 56 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":55.64,"newerAvgSec":31.67,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-23
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are earning lower CTR
body: Across the earlier 14 videos on this channel, median CTR was 4.3%. Across the newer 14, it is 2.0%.
generated_at: 2026-07-23T00:00:00Z
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":4.29,"newerAvg":2.03,"ppChange":-2.26,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across 23 videos, the top quarter holds viewers at 5284.0% against 252.0% for the bottom quarter — roughly 21.0× 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":52.84,"bottomQuartileMean":2.52,"ratio":20.968,"videos":23,"quartileSize":5}


snapshot_date: 2026-07-23
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: 2026-07-23T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was -59%/wk across the prior 4 weeks; it's +9%/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":-59,"recentRelSlopePct":9,"priorMeanWeeklyViews":177,"recentMeanWeeklyViews":34,"deltaRelSlopePct":68,"priorSlopeViewsPerWeek":-104.4,"recentSlopeViewsPerWeek":3}


snapshot_date: 2026-07-23
insight_key: organic_reemergence-ZGKE-Y4Aduc-suggested-videos
insight_id: organic_reemergence-ZGKE-Y4Aduc-suggested-videos
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: video
subject_id: ZGKE-Y4Aduc
direction: positive
certainty: signal
title: Suggested Videos returned to WHY AM I DRIVING A TRUCK? after 26 quiet days
generated_at: 2026-07-23T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 20 → 16
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Jul 22, 2026, Suggested Videos produced 1 impression on WHY AM I DRIVING A TRUCK? — the first activity from this surface in 26 days.

context:
[cell repeats an earlier one in this file: 116 characters]

evidence_json:
  {"shape":"organic_reemergence","videoId":"ZGKE-Y4Aduc","source":"Suggested Videos","metric":"impressions","quietDays":26,"resumptionActivity":1,"firstResumeDate":"2026-07-22","lastActivityDate":"2026-06-25"}


snapshot_date: 2026-07-24
insight_key: relative_outlier-pVHLTbhPQ98-ctr
insight_id: relative_outlier-pVHLTbhPQ98-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: pVHLTbhPQ98
direction: positive
certainty: fact
title: CTR ranking for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!: #1
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's CTR ranking, I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! holds position #1 of 16. 3 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2,"mean":0,"zScore":3.97,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":3}


snapshot_date: 2026-07-24
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: 2026-07-24T00:00:00Z
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":156.623,"mean":7.9373,"zScore":16.44,"rank":1,"totalVideos":16,"ratioToMean":19.73,"outliersInMetric":5}


snapshot_date: 2026-07-24
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 8.0× the typical rate
evidence_json: {"recentAvgPerDay":5.33,"expectedAvgPerDay":0.67,"ratio":8,"recentDays":3,"latestDay":75}
generated_at: 2026-07-24T00:00:00Z
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?: 5. Expected at this age on this channel: 1. That puts it at 8.0× typical.

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


snapshot_date: 2026-07-24
insight_key: suggested_cliff-2026-07-24
insight_id: suggested_cliff-2026-07-24
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: fact
title: Suggested ran 83% lower on Jul 24, 2026
generated_at: 2026-07-24T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Jul 24, 2026, Suggested Videos delivered 53 channel-wide impressions — 83% below the prior day's 315.

context:
[cell repeats an earlier one in this file: 169 characters]

evidence_json:
  {"shape":"suggested_cliff","date":"2026-07-24","todayImpressions":53,"priorImpressions":315,"dropPct":83}


snapshot_date: 2026-07-24
insight_key: channel_window_trend-prev-impressions-2026-07-24
insight_id: channel_window_trend-prev-impressions-2026-07-24
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Daily impressions ran lower week to week
generated_at: 2026-07-24T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the last 7 days the channel averaged 109 impressions a day, against 173 for the 7 days before.

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

evidence_json:
  {"shape":"channel_window_trend","metric":"impressions","mode":"prev","current":108.71,"baseline":172.86,"relDeltaPct":-37,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-24
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":61,"totalVideos":28}
generated_at: 2026-07-24T00:00:00Z
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 61 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: 2026-07-24
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":61,"totalVideos":28}
generated_at: 2026-07-24T00:00:00Z
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 61 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: 2026-07-24
insight_key: quiet_inventory-2026-07-24
insight_id: quiet_inventory-2026-07-24
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: Across the past seven days, 24 of 28 public videos on this channel did not pick up any views.
generated_at: 2026-07-24T00:00:00Z
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":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-24"}


snapshot_date: 2026-07-24
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: fact
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! is landing better than it's spreading
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 148 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":59,"viewRank":0,"gemGap":59,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.32,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-24
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 81% of channel views.
generated_at: 2026-07-24T00:00:00Z
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":"eju1Rb5gc7U","topVideoShare7d":0.81,"top3VideoShare7d":0.94,"asOf":"2026-07-24","videosCounted":18}


snapshot_date: 2026-07-24
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: 2026-07-24T00:00:00Z
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 6.7 views/day (median). The 11 longer (15+ min) videos average 0.6.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":6.72,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.55,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 6.72 views/day; the 11 longer (15+ min) videos get 0.55."}


snapshot_date: 2026-07-24
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: trend
title: Plateau pattern on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":268,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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! on a plateau
generated_at: 2026-07-24T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":254,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: trend
title: Don’t check the sound! 🥶🥶😱😱😨😨 on a plateau
generated_at: 2026-07-24T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":241,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: trend
title: Billie Eilish fans here! on a plateau
generated_at: 2026-07-24T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":219,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: Quiet stretch on This was a close call!#americantrucksimulator #ats
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 140 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: trend
title: Quiet stretch on Why I cant be a truck driver PT: 2
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 123 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":198,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: 2026-07-24T00:00:00Z
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 5.3 around Day 75.

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

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":75,"recentAvgPerDay":5.33,"dropRatio":0.81,"patternLabel":"Recent 5.33 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-24
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: Plateau pattern on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":73,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: trend
title: Who is the best Youtuber besides MrBeast? on a plateau
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":241,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! past its peak window
generated_at: 2026-07-24T00:00:00Z
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 0.7 views/day around Day 279, 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":279,"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: 2026-07-24
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: trend
title: Quiet stretch on I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":235,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: 2026-07-24T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
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 74.

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

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":12.33,"recentDay":74,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-24
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: trend
title: Quiet stretch on Wish my channel made this lol.
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":241,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: trend
title: Plateau pattern on FIVE FINGER FANS HERE!
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 117 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":241,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
insight_key: impression_test-eju1Rb5gc7U-2026-07-18
insight_id: impression_test-eju1Rb5gc7U-2026-07-18
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? had an impression spike on Day 69 (69 impressions vs 34/day before). Post-spike average: 47/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":69,"spikeDate":"2026-07-18","daysSinceSpike":6,"spikeImpressions":69,"preSpikeAvg":33.68,"postSpikeAvg":47,"spikeOutcome":"sustained","spikeCtr":0.09,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-24
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: trend
title: Plateau pattern on What is the best season?
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":235,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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: trend
title: Quiet stretch on NO LYING
body: NO LYING hasn't picked up views in the last seven tracked days. Peak averaged 256.0/day on Day 1.
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":199,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Plateau pattern on Comment your map suggestions below!
generated_at: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":49,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-24
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 20.0K across 18 videos.
generated_at: 2026-07-24T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19964,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-24
insight_key: source_diversification:2026-07-24
insight_id: source_diversification:2026-07-24
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic concentrating into fewer sources
generated_at: 2026-07-24T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score fell at a mean slope of -0.0213/day over the trailing 10 days — typically one or two sources carrying more of the channel.

context:
[cell repeats an earlier one in this file: 196 characters]

evidence_json:
  {"shape":"source_consolidating","meanSlope":-0.02127,"sampleDays":10,"windowStart":"2026-07-15","windowEnd":"2026-07-24"}


snapshot_date: 2026-07-24
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: 2026-07-24T00:00:00Z
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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":47,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-24
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: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 105 characters]

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

evidence_json:
  {"shape":"generation_improvement","metric":"avd","olderAvgSec":55.64,"newerAvgSec":31.62,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-24
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: CTR slipped across newer uploads
body: This channel's newer 14 videos are sitting around 2.0% CTR, versus 4.2% across the earlier 14.
generated_at: 2026-07-24T00:00:00Z
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":4.16,"newerAvg":2.01,"ppChange":-2.16,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-24
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: 2026-07-24T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the most recent 4 weeks, weekly views ran at +10%/wk relative slope; the 4 weeks before that ran at -58%/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":-58,"recentRelSlopePct":10,"priorMeanWeeklyViews":165,"recentMeanWeeklyViews":34,"deltaRelSlopePct":68,"priorSlopeViewsPerWeek":-96.2,"recentSlopeViewsPerWeek":3.3}


snapshot_date: 2026-07-25
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: 10.7× typical on CAN I PAY OFF THIS LOAN?
evidence_json: {"recentAvgPerDay":5.33,"expectedAvgPerDay":0.5,"ratio":10.667,"recentDays":3,"latestDay":76}
generated_at: 2026-07-25T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is running 10.7× this channel's typical pace at its current age — 5 views/day recently, against an expected 1.

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


snapshot_date: 2026-07-25
insight_key: relative_outlier-pVHLTbhPQ98-ctr
insight_id: relative_outlier-pVHLTbhPQ98-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: pVHLTbhPQ98
direction: positive
certainty: fact
title: #1 on CTR — I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Out of 16 videos on this channel, I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! sits at #1 on CTR. 3 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2593,"mean":0,"zScore":4.72,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":3}


snapshot_date: 2026-07-25
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: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 177 characters]

evidence_json:
  {"metric":"viewsPerDay","value":154.0968,"mean":7.7987,"zScore":16.46,"rank":1,"totalVideos":16,"ratioToMean":19.76,"outliersInMetric":5}


snapshot_date: 2026-07-25
insight_key: channel_window_trend-prev-impressions-2026-07-25
insight_id: channel_window_trend-prev-impressions-2026-07-25
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: 40% fewer impressions a day over the last week
body: The last 7 days averaged 102 impressions a day; the 7 days before averaged 171.
generated_at: 2026-07-25T00:00:00Z
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":"impressions","mode":"prev","current":102.29,"baseline":171.29,"relDeltaPct":-40,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-25
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":62,"totalVideos":28}
generated_at: 2026-07-25T00:00:00Z
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 62 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: 2026-07-25
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":62,"totalVideos":28}
generated_at: 2026-07-25T00:00:00Z
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 62 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: 2026-07-25
insight_key: quiet_inventory-2026-07-25
insight_id: quiet_inventory-2026-07-25
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: Across the past seven days, 24 of 28 public videos on this channel did not pick up any views.
generated_at: 2026-07-25T00:00:00Z
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":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-25"}


snapshot_date: 2026-07-25
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: fact
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! looks stronger than its reach
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 163 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":59,"viewRank":0,"gemGap":59,"retention":2.5,"ctr":0.0909,"engagementRate":0.0667,"viewsPerDay":0.31,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-25
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: trend
title: Post-peak window for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!
generated_at: 2026-07-25T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
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 1.0 around Day 280.

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

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":6,"recentDay":280,"recentAvgPerDay":1,"dropRatio":0.83,"patternLabel":"Recent 1 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-25
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: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  16 shorter (under 5 min) videos averaged 6.6 views/day (median); 11 longer (15+ min) videos averaged 0.5.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":6.56,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.5,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 6.56 views/day; the 11 longer (15+ min) videos get 0.5."}


snapshot_date: 2026-07-25
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 16 on this channel for watch-through rate.
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
evidence_json:
  {"metric":"retention","value":69.6,"mean":21.8,"zScore":2.02,"rank":1,"totalVideos":16,"ratioToMean":3.19,"outliersInMetric":1}


snapshot_date: 2026-07-25
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: signal
title: CTR median sits above the pooled typical
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median CTR on this channel: 4.3%. The shared pool's typical median runs around 3.1% — this channel is above that.

context:
[cell repeats an earlier one in this file: 176 characters]

evidence_json:
  {"metric":"ctr","side":"above","range":"2.2%–3.7%","channelMedian":"4.3%","poolFloor":2,"poolMedian":"3.1%"}


snapshot_date: 2026-07-25
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: trend
title: Quiet stretch on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 114 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":269,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: Plateau pattern on I STARTED A ABANDONED WATER PARK!
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 127 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":255,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: Plateau pattern on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":242,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: Plateau pattern on Billie Eilish fans here!
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":220,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: Plateau pattern on This was a close call!#americantrucksimulator #ats
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 146 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":201,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: Plateau pattern on Why I cant be a truck driver PT: 2
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 129 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":199,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: 2026-07-25T00:00:00Z
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 76 it's averaging 5.3 views/day.

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

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":76,"recentAvgPerDay":5.33,"dropRatio":0.81,"patternLabel":"Recent 5.33 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-25
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: 2026-07-25T00:00:00Z
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 75 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":75,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-25
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: Quiet stretch on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-07-25T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":74,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: Quiet stretch on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 130 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":242,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰 on a plateau
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":236,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: Plateau pattern on Wish my channel made this lol.
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":242,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: Quiet stretch on FIVE FINGER FANS HERE!
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 111 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":242,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: What is the best season? on a plateau
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 107 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":236,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
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: trend
title: NO LYING on a plateau
body: No views in the last week for NO LYING. Peak was 256.0 views/day on Day 1 (100% below peak).
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Quiet stretch on Comment your map suggestions below!
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 124 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":50,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-25
insight_key: impression_test-eju1Rb5gc7U-2026-07-18
insight_id: impression_test-eju1Rb5gc7U-2026-07-18
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?: impressions averaged 34/day, spiked to 69 on Day 69, then averaged 47/day after.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":69,"spikeDate":"2026-07-18","daysSinceSpike":7,"spikeImpressions":69,"preSpikeAvg":33.68,"postSpikeAvg":47,"spikeOutcome":"sustained","spikeCtr":0.09,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-25
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 74% of the past week
body: Across the past week of channel views, CAN I PAY OFF THIS LOAN? accounted for 74%.
generated_at: 2026-07-25T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance down 69 → 55
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":0.74,"top3VideoShare7d":0.94,"asOf":"2026-07-25","videosCounted":18}


snapshot_date: 2026-07-25
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Recent videos are earning lower CTR
body: Across the earlier 14 videos on this channel, median CTR was 4.6%. Across the newer 14, it is 2.0%.
generated_at: 2026-07-25T00:00:00Z
freshness_status: UPDATED
freshness_reason: significance up 34 → 44
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":4.58,"newerAvg":1.99,"ppChange":-2.59,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-25
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 20.0K across 18 videos).
generated_at: 2026-07-25T00:00:00Z
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":0.68,"top5Pct":0.84,"top1Views":9554,"totalViews":19969,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-25
insight_key: source_diversification:2026-07-25
insight_id: source_diversification:2026-07-25
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic concentrating into fewer sources
generated_at: 2026-07-25T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score fell at a mean slope of -0.0238/day over the trailing 10 days — typically one or two sources carrying more of the channel.

context:
[cell repeats an earlier one in this file: 196 characters]

evidence_json:
  {"shape":"source_consolidating","meanSlope":-0.02379,"sampleDays":10,"windowStart":"2026-07-16","windowEnd":"2026-07-25"}


snapshot_date: 2026-07-25
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: 2026-07-25T00:00:00Z
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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":48,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-25
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: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 14 videos on this channel, average view duration was 56 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":55.53,"newerAvgSec":31.6,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-25
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: 2026-07-25T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  Weekly view slope was -61%/wk across the prior 4 weeks; it's +5%/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":-61,"recentRelSlopePct":5,"priorMeanWeeklyViews":156,"recentMeanWeeklyViews":35,"deltaRelSlopePct":66,"priorSlopeViewsPerWeek":-94.5,"recentSlopeViewsPerWeek":1.9}


snapshot_date: 2026-07-26
insight_key: relative_outlier-pVHLTbhPQ98-ctr
insight_id: relative_outlier-pVHLTbhPQ98-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: pVHLTbhPQ98
direction: positive
certainty: fact
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! ranks #1 on CTR
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 154 characters]

evidence_json:
  {"metric":"ctr","value":0.2759,"mean":0,"zScore":4.9,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":3}


snapshot_date: 2026-07-26
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: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 177 characters]

evidence_json:
  {"metric":"viewsPerDay","value":151.6508,"mean":7.683,"zScore":16.43,"rank":1,"totalVideos":16,"ratioToMean":19.74,"outliersInMetric":5}


snapshot_date: 2026-07-26
insight_key: channel_window_trend-prev-impressions-2026-07-26
insight_id: channel_window_trend-prev-impressions-2026-07-26
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Impressions a day: 97 lately vs 179
body: Recent 7-day average: 97 impressions a day. The prior 7 days: 179.
generated_at: 2026-07-26T00:00:00Z
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":"impressions","mode":"prev","current":97.14,"baseline":179,"relDeltaPct":-46,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-26
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":63,"totalVideos":28}
generated_at: 2026-07-26T00:00:00Z
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 63 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: 2026-07-26
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":63,"totalVideos":28}
generated_at: 2026-07-26T00:00:00Z
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 63 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: 2026-07-26
insight_key: quiet_inventory-2026-07-26
insight_id: quiet_inventory-2026-07-26
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: On this channel, 24 of 28 public videos went the last week without a single view.
generated_at: 2026-07-26T00:00:00Z
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":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-26"}


snapshot_date: 2026-07-26
insight_key: late_life_ctr_jump-eju1Rb5gc7U-2026-07-26
insight_id: late_life_ctr_jump-eju1Rb5gc7U-2026-07-26
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?: CTR stepped up late
generated_at: 2026-07-26T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN?, 77 days past publish, saw its trailing 7-day CTR land at 9.6% — up from 6.9% the prior 7 days, a 2.7-point lift.

context:
  CTR shifts late in a video's life typically reflect YouTube sampling a different audience for the same packaging — the thumbnail and title haven't changed. Often resolves as the surface mix settles.

evidence_json:
  {"shape":"late_life_ctr_jump","videoId":"eju1Rb5gc7U","ageDays":77,"recentCtrPct":9.6,"priorCtrPct":6.9,"ppDelta":2.7,"recentImpressions":282,"priorImpressions":467}


snapshot_date: 2026-07-26
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: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  16 shorter (under 5 min) videos averaged 6.4 views/day (median); 11 longer (15+ min) videos averaged 0.5.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":6.42,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.46,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 6.42 views/day; the 11 longer (15+ min) videos get 0.46."}


snapshot_date: 2026-07-26
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: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! tapering off its peak
generated_at: 2026-07-26T00:00:00Z
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 281 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":281,"recentAvgPerDay":1,"dropRatio":0.83,"patternLabel":"Recent 1 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: I OPENED A DRIVE THRU! PT1 on a plateau
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 109 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":270,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: Plateau pattern on I STARTED A ABANDONED WATER PARK!
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 127 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":256,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: Quiet stretch on Don’t check the sound! 🥶🥶😱😱😨😨
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":243,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: Plateau pattern on Who is the best Youtuber besides MrBeast?
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 136 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":243,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: Plateau pattern on Billie Eilish fans here!
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":221,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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 on a plateau
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 135 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":202,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: Plateau pattern on Why I cant be a truck driver PT: 2
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 129 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":200,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: 2026-07-26T00:00:00Z
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 76 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":76,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-26
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? on a plateau
generated_at: 2026-07-26T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":75,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: Plateau pattern on I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 131 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":237,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: 2026-07-26T00:00:00Z
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 76% of channel views; the top three together accounted for 97%.

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":0.76,"top3VideoShare7d":0.97,"asOf":"2026-07-26","videosCounted":18}


snapshot_date: 2026-07-26
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: trend
title: Wish my channel made this lol. on a plateau
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 114 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":243,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: FIVE FINGER FANS HERE! on a plateau
generated_at: 2026-07-26T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":243,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: Quiet stretch on What is the best season?
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 112 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":237,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
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: 2026-07-26T00:00:00Z
freshness_status: UPDATED
freshness_reason: underlying numbers moved
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 4.0 views/day around Day 77, 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":77,"recentAvgPerDay":4,"dropRatio":0.86,"patternLabel":"Recent 4 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-26
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: trend
title: Plateau pattern on NO LYING
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 103 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":201,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
insight_key: lifecycle_phase-decline-G8RciT3IC9s
insight_id: lifecycle_phase-decline-G8RciT3IC9s
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: G8RciT3IC9s
direction: neutral
certainty: trend
title: Comment your map suggestions below! on a plateau
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":128,"recentDay":51,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 128/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-26
insight_key: impression_test-eju1Rb5gc7U-2026-07-18
insight_id: impression_test-eju1Rb5gc7U-2026-07-18
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: eju1Rb5gc7U
direction: positive
certainty: trend
title: Impression spike sustained
generated_at: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On Day 69, CAN I PAY OFF THIS LOAN? hit 69 impressions — compared to 34/day before. After the spike: 47/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":69,"spikeDate":"2026-07-18","daysSinceSpike":8,"spikeImpressions":69,"preSpikeAvg":33.68,"postSpikeAvg":47,"spikeOutcome":"sustained","spikeCtr":0.09,"patternLabel":"Impression spike sustained after the spike day"}


snapshot_date: 2026-07-26
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 20.0K across 18 videos.
generated_at: 2026-07-26T00:00:00Z
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":0.68,"top5Pct":0.83,"top1Views":9554,"totalViews":19975,"videosCounted":18,"videosTotal":28}


snapshot_date: 2026-07-26
insight_key: source_diversification:2026-07-26
insight_id: source_diversification:2026-07-26
detector_name: emerging_signal
insight_category: traffic_shift
subject_type: channel
direction: notable
certainty: signal
title: Traffic concentrating into fewer sources
generated_at: 2026-07-26T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: traffic
contributor_id: c-06b6e03a7e70b17553c9
body:
  The Simpson-style source diversity score fell at a mean slope of -0.0259/day over the trailing 10 days — typically one or two sources carrying more of the channel.

context:
[cell repeats an earlier one in this file: 196 characters]

evidence_json:
  {"shape":"source_consolidating","meanSlope":-0.02589,"sampleDays":10,"windowStart":"2026-07-17","windowEnd":"2026-07-26"}


snapshot_date: 2026-07-26
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: 2026-07-26T00:00:00Z
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":0.13,"latePct":0.53,"totalViews":15,"daysTracked":49,"patternLabel":"Slow burn — majority of views came after Day 3","kind":"state"}


snapshot_date: 2026-07-26
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: 2026-07-26T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Across the earlier 14 videos on this channel, average view duration was 55 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":55.46,"newerAvgSec":31.56,"changeRatio":0.57,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-26
insight_key: generation_ctr
insight_id: generation_ctr
detector_name: trajectory_outlier
insight_category: relative_performance
subject_type: channel
direction: negative
certainty: fact
title: Newer videos are landing worse on impression
body: The earlier 14 videos on this channel averaged 4.7% CTR; the newer 14 are averaging 2.0%.
generated_at: 2026-07-26T00:00:00Z
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":4.7,"newerAvg":2,"ppChange":-2.7,"olderCount":14,"newerCount":14}


snapshot_date: 2026-07-26
insight_key: returning_viewers-mixed-2026-07-26
insight_id: returning_viewers-mixed-2026-07-26
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: channel
direction: neutral
certainty: fact
title: The audience mix is about half returning, half new
generated_at: 2026-07-26T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: engagement
contributor_id: c-06b6e03a7e70b17553c9
body:
  For the week ending Jul 26, 2026, 50% of the traffic sources and countries reaching this channel also reached it the week before. The week before read 28.6%.

context:
[cell repeats an earlier one in this file: 221 characters]

evidence_json:
  {"shape":"returning_viewers","weekEnding":"2026-07-26","band":"mixed","persistencePct":50,"replacementPct":50,"priorWeekPersistencePct":28.6,"weeksMeasured":6,"kind":"state"}


snapshot_date: 2026-07-26
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: +6%/wk. Prior 4-week slope: -58%/wk. Sample: 8 weekly buckets.
generated_at: 2026-07-26T00:00:00Z
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":-58,"recentRelSlopePct":6,"priorMeanWeeklyViews":149,"recentMeanWeeklyViews":36,"deltaRelSlopePct":65,"priorSlopeViewsPerWeek":-86.9,"recentSlopeViewsPerWeek":2.3}


snapshot_date: 2026-07-26
insight_key: impression_test-q2rDsdCZDUY-2026-07-22
insight_id: impression_test-q2rDsdCZDUY-2026-07-22
detector_name: emerging_signal
insight_category: momentum
subject_type: video
subject_id: q2rDsdCZDUY
direction: neutral
certainty: trend
title: Impression spike dropped off sharply
generated_at: 2026-07-26T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  R6 Moments #1 had an impression spike on Day 8 (274 impressions vs 115/day before). Post-spike average: 1/day.

context:
[cell repeats an earlier one in this file: 245 characters]

evidence_json:
  {"spikeDay":8,"spikeDate":"2026-07-22","daysSinceSpike":4,"spikeImpressions":274,"preSpikeAvg":114.57,"postSpikeAvg":1,"spikeOutcome":"collapsed","spikeCtr":0,"patternLabel":"Impression spike dropped off sharply after the spike day"}


snapshot_date: 2026-07-27
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 5.2× expected
evidence_json: {"recentAvgPerDay":4.33,"expectedAvgPerDay":0.83,"ratio":5.2,"recentDays":3,"latestDay":78}
generated_at: 2026-07-27T00:00:00Z
freshness_status: NEW
freshness_reason: not present yesterday
signal_family: momentum
contributor_id: c-06b6e03a7e70b17553c9
body:
  CAN I PAY OFF THIS LOAN? is averaging 4 views/day recently, vs 1 expected at this age on this channel — 5.2× the typical rate.

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


snapshot_date: 2026-07-27
insight_key: relative_outlier-pVHLTbhPQ98-ctr
insight_id: relative_outlier-pVHLTbhPQ98-ctr
detector_name: relative_outlier
insight_category: relative_performance
subject_type: video
subject_id: pVHLTbhPQ98
direction: positive
certainty: fact
title: CTR ranking for I STARTED LANDSCAPING WITH A MOWER AND A TRUCK!: #1
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  On this channel's CTR ranking, I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! holds position #1 of 16. 3 videos sit that far from the usual on CTR; this is the furthest.

evidence_json:
  {"metric":"ctr","value":0.2667,"mean":0,"zScore":5.01,"rank":1,"totalVideos":16,"ratioToMean":0,"outliersInMetric":3}


snapshot_date: 2026-07-27
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: 2026-07-27T00:00:00Z
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":149.2813,"mean":7.5722,"zScore":16.39,"rank":1,"totalVideos":16,"ratioToMean":19.71,"outliersInMetric":5}


snapshot_date: 2026-07-27
insight_key: channel_window_trend-prev-impressions-2026-07-27
insight_id: channel_window_trend-prev-impressions-2026-07-27
detector_name: emerging_signal
insight_category: momentum
subject_type: channel
direction: notable
certainty: fact
title: Impressions a day: 100 lately vs 173
body: Recent 7-day average: 100 impressions a day. The prior 7 days: 173.
generated_at: 2026-07-27T00:00:00Z
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":"impressions","mode":"prev","current":99.71,"baseline":173.14,"relDeltaPct":-42,"windowDays":7,"currentN":7,"baselineN":7}


snapshot_date: 2026-07-27
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":64,"totalVideos":28}
generated_at: 2026-07-27T00:00:00Z
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 64 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: 2026-07-27
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":64,"totalVideos":28}
generated_at: 2026-07-27T00:00:00Z
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 64 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: 2026-07-27
insight_key: quiet_inventory-2026-07-27
insight_id: quiet_inventory-2026-07-27
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: notable
certainty: trend
title: Quiet shelves: 24 of 28 videos
body: On this channel, 24 of 28 public videos went the last week without a single view.
generated_at: 2026-07-27T00:00:00Z
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":28,"pctQuiet":0.8571,"threshold":0.5,"maturity":"sprouting","asOf":"2026-07-27"}


snapshot_date: 2026-07-27
insight_key: late_life_ctr_jump-eju1Rb5gc7U-2026-07-27
insight_id: late_life_ctr_jump-eju1Rb5gc7U-2026-07-27
detector_name: emerging_signal
insight_category: engagement_quality
subject_type: video
subject_id: eju1Rb5gc7U
direction: notable
certainty: trend
title: Late-phase CTR lift on CAN I PAY OFF THIS LOAN?
generated_at: 2026-07-27T00:00:00Z
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 CTR read 11.2% versus the prior 7 days' 6.2% — a 5.0-point step 78 days past publish.

context:
  CTR shifts late in a video's life typically reflect YouTube sampling a different audience for the same packaging — the thumbnail and title haven't changed. Often resolves as the surface mix settles.

evidence_json:
  {"shape":"late_life_ctr_jump","videoId":"eju1Rb5gc7U","ageDays":78,"recentCtrPct":11.2,"priorCtrPct":6.2,"ppDelta":5,"recentImpressions":285,"priorImpressions":419}


snapshot_date: 2026-07-27
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: fact
title: I BUILT A BASE FOR MY REAL ESTATE FLIPPING BUISNESS! is landing better than it's spreading
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 148 characters]

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

evidence_json:
  {"shape":"hidden_gem","qualityScore":59,"viewRank":0,"gemGap":59,"retention":2.5,"ctr":0.0833,"engagementRate":0.0667,"viewsPerDay":0.3,"patternLabel":"Retention and engagement rank higher than view rank on this channel"}


snapshot_date: 2026-07-27
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: 2026-07-27T00:00:00Z
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 4.3 around Day 78.

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

evidence_json:
  {"phase":"decline","peakDay":16,"peakAvgPerDay":27.67,"recentDay":78,"recentAvgPerDay":4.33,"dropRatio":0.84,"patternLabel":"Recent 4.33 views/day, down from peak of 27.67/day on Day 16","kind":"state"}


snapshot_date: 2026-07-27
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: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  Median views/day: 6.3 across 16 shorter (under 5 min) videos, 0.4 across 11 longer (15+ min) videos.

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

evidence_json:
  {"topBucket":"short","topCount":16,"topMedianVpd":6.28,"bottomBucket":"long","bottomCount":11,"bottomMedianVpd":0.43,"patternLabel":"The 16 shorter (under 5 min) videos on this channel get a median 6.28 views/day; the 11 longer (15+ min) videos get 0.43."}


snapshot_date: 2026-07-27
insight_key: pool_benchmark-ctr
insight_id: pool_benchmark-ctr
detector_name: emerging_signal
insight_category: relative_performance
subject_type: channel
direction: neutral
certainty: fact
title: CTR median above the shared-pool typical
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  A typical CTR median across the shared pool runs around 3.1%. This channel's median sits at 4.5% — above that.

context:
[cell repeats an earlier one in this file: 173 characters]

evidence_json:
  {"metric":"ctr","side":"above","range":"2.0%–3.8%","channelMedian":"4.5%","poolFloor":2,"poolMedian":"3.1%"}


snapshot_date: 2026-07-27
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 79% of channel views.
generated_at: 2026-07-27T00:00:00Z
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":"eju1Rb5gc7U","topVideoShare7d":0.79,"top3VideoShare7d":0.98,"asOf":"2026-07-27","videosCounted":18}


snapshot_date: 2026-07-27
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: trend
title: I STARTED LANDSCAPING WITH A MOWER AND A TRUCK! past its peak window
generated_at: 2026-07-27T00:00:00Z
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 1.0 views/day around Day 282, 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":282,"recentAvgPerDay":1,"dropRatio":0.83,"patternLabel":"Recent 1 views/day, down from peak of 6/day on Day 7","kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Plateau pattern on I OPENED A DRIVE THRU! PT1
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 120 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":14.33,"recentDay":271,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 14.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: Quiet stretch on I STARTED A ABANDONED WATER PARK!
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 121 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":31.33,"recentDay":257,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 31.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Don’t check the sound! 🥶🥶😱😱😨😨 on a plateau
generated_at: 2026-07-27T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":534.67,"recentDay":244,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 534.67/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Who is the best Youtuber besides MrBeast? on a plateau
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":752,"recentDay":244,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 752/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Quiet stretch on I got that vroom vroom in me 🏎️🏎️🗿🗿💰💰
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 125 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":10.33,"recentDay":238,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 10.33/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Quiet stretch on Billie Eilish fans here!
generated_at: 2026-07-27T00:00:00Z
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: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":590.33,"recentDay":222,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 590.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: Quiet stretch on This was a close call!#americantrucksimulator #ats
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 140 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":2,"peakAvgPerDay":3156.67,"recentDay":203,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 3156.67/day on Day 2","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Why I cant be a truck driver PT: 2 on a plateau
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":478.33,"recentDay":201,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 478.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
  I STARTED A TRUCK DEALERSHIP is averaging 0.0 views/day around Day 77, 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":77,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 12.33/day on Day 1","kind":"state"}


snapshot_date: 2026-07-27
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: Plateau pattern on CAN BEAM NG AI ESCAPE ME?
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":36.33,"recentDay":76,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 36.33/day on Day 1","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Quiet stretch on Wish my channel made this lol.
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 119 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":13,"peakAvgPerDay":61.33,"recentDay":244,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.33/day on Day 13","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Plateau pattern on FIVE FINGER FANS HERE!
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 117 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":6,"peakAvgPerDay":176.67,"recentDay":244,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 176.67/day on Day 6","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Plateau pattern on What is the best season?
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
body:
[cell repeats an earlier one in this file: 118 characters]

context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":7,"peakAvgPerDay":61.67,"recentDay":238,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 61.67/day on Day 7","plateau":1,"kind":"state"}


snapshot_date: 2026-07-27
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: trend
title: Quiet stretch on NO LYING
body: NO LYING hasn't picked up views in the last seven tracked days. Peak averaged 256.0/day on Day 1.
generated_at: 2026-07-27T00:00:00Z
freshness_status: ONGOING
freshness_reason: stable
signal_family: lifecycle
contributor_id: c-06b6e03a7e70b17553c9
context:
[cell repeats an earlier one in this file: 216 characters]

evidence_json:
  {"phase":"decline","peakDay":1,"peakAvgPerDay":256,"recentDay":202,"recentAvgPerDay":0,"dropRatio":1,"patternLabel":"Recent 0 views/day, down from peak of 256/day on Day 1","plateau":1,"kind":"state"}


