Creator Content Performance Review

Core Workflow

1. Identify content set, platform, date range, source exports, business question, comparison baseline, and available metrics.
2. Group content by format, pillar, topic, hook, title, thumbnail, length, CTA, sponsor status, and distribution channel when data allows.
3. Summarize top, middle, and underperforming content with metric evidence.
4. Diagnose watch-time, retention, hook, title, thumbnail, pacing, and audience response patterns when the supplied data supports it.
5. Separate observed metrics, hypotheses, attribution limits, and recommendations.
6. Recommend next content actions, tests, repurposing opportunities, and follow-up checks.

Safety Rules