AI video editing coach for long form creators struggling with watch time
Real-time retention analysis and editing suggestions to help creators cut their long-form videos for maximum watch time instead of guessing.
The problem
Creators post 15-minute videos but viewers drop off after 2 minutes, killing watch hours and algorithm performance. They have no way to know where audiences are actually bailing or what edits would improve retention without expensive external editors or trial-and-error.
Who has it: Independent YouTube/TikTok creators and aspiring full-time streamers who post long-form content weekly and rely on watch hours for monetization.
Why now: YouTube's algorithm now heavily prioritizes average view duration; creator economy tools are moving toward real-time, AI-assisted feedback rather than post-hoc analytics.
Where this came from
2 public sources behind this idea.
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