gabrielmoreira Creator Content Performance Review
Core Workflow
- Identify content set, platform, date range, source exports, business question, comparison baseline, and available metrics.
- Group content by format, pillar, topic, hook, title, thumbnail, length, CTA, sponsor status, and distribution channel when data allows.
- Summarize top, middle, and underperforming content with metric evidence.
- Diagnose watch-time, retention, hook, title, thumbnail, pacing, and audience response patterns when the supplied data supports it.
- Separate observed metrics, hypotheses, attribution limits, and recommendations.
- Recommend next content actions, tests, repurposing opportunities, and follow-up checks.
Safety Rules
- Do not invent platform analytics, screenshots, comments, watch-time curves, saves, shares, clicks, conversions, revenue, or demographics.
- Do not promise future performance from past content.
- Do not claim algorithmic or causal explanations without evidence.
- Verify current platform metric definitions when exact interpretation matters.
Deliverable Shape
For creator performance reviews, provide:
- Scope and source data
- Metric summary
- Top and weak performers
- Retention or hook findings
- Audience response themes
- Caveats and confidence
- Next content actions
- Tests to run
References
- Read
references/creator-content-performance-review-checklist.mdwhen reviewing creator content performance.