SUBS
1,200
VIEWS 28D
12,000
WATCH TIME
360.0h
AVG CTR
6.7%
AVG APV
30.0%
INSIGHTS
5
EXPERIMENTS
1
VIDEOS & SNAPSHOTS
1 items
| ID | TITLE | STATUS | DURATION | PILLAR |
|---|---|---|---|---|
| VID_SAMPLE_001 | Mystical Moonlit China | Ancient Guzheng & Bamboo Flute | VideoStatus.PUBLISHED | 60m 0s | CP01 |
METRIC SNAPSHOTS (IMMUTABLE)
1 checkpoints
| DATE | VIDEO | VIEWS | IMPRESSIONS | CTR | APV | SUBS |
|---|---|---|---|---|---|---|
| 2026-09-08 | VID_SAMPLE_001 | 12,000 | 180,000 | 6.7% | 30.0% | +96 |
INSIGHT INBOX
5 items
INS_SAMPLE_001
DISCOVERED
Conf: 0.55
Mystical night-scene packaging is outperforming the channel baseline on CTR.
Base: 4.8%
Obs: 6.7%
Var: 39.58%
Repeat the visual/title pattern in 3 controlled videos.
INS_A70D9423
DISCOVERED
Conf: 0.53
High CTR (8.5%) paired with weak early retention indicates an opening mismatch.
Base: 40.0%
Obs: 28.0%
Var: -30.0%
Restructure the opening hook and first 30 seconds before changing the video topic.
INS_34293620
DISCOVERED
Conf: 0.61
Strong engagement (CTR 10.0%, APV 38.0%) with low impressions (4,000) signals an untapped distribution opportunity.
Base: 4.8%
Obs: 10.0%
Var: 108.33%
Broaden search keywords, feature in high-traffic playlists, and connect end-screens from popular videos.
INS_5B1FEECE
VALIDATED
Conf: 0.99
Subscriber conversion (1.8%) is materially above baseline (0.5%).
Base: 0.5%
Obs: 1.8%
Var: 260.0%
Identify and systematize the specific topic, instrument, and emotional pacing pattern as a recurring series.
INS_51112B49
DISCOVERED
Conf: 0.56
High impressions (80,000) with low CTR (2.1%) suggests packaging friction.
Base: 4.8%
Obs: 2.1%
Var: -56.25%
Conduct A/B testing on video title and thumbnail composition.
OPERATING LOOP: EXPERIMENTS & DECISIONS
EXP_F1031756
COMPLETED
Adding moonlight glow to thumbnail will boost CTR from 2.1% to >= 4.5%
Outcome: 4.9 (Moonlight glow variant achieved 4.9% CTR, exceeding baseline of 2.1%)
DEC_B27CA0AB
ACTIVE
Adopt High-Contrast Moonlight Lighting Standard
Mandate moonlight glow and crimson accent lighting for all mystical Chinese music thumbnails
DURABLE KNOWLEDGE BASE
1 principles
Packaging Principle: Moonlit High-Contrast Composition
Conf: 0.56
In the mystical Chinese music niche, high-contrast moonlit elements increase CTR by over 100% compared to flat dark thumbnails.