From publish to learning.
The tool is intended to reduce manual reporting and help authorized team members understand what audiences watched, clicked, and stayed for.
Planned analysis areas
- Video-level performance and channel trends
- Thumbnail impressions and click-through analysis when available through the authorized APIs
- Audience-retention patterns and watch-time analysis
- Comparison of transcript structure with retention signals
- Authorized queries through internal Claude or Codex workflows
- A repeatable plan–do–check–act editorial cycle