RetentionScope

RetentionScope is a web and mobile analytics app built specifically for YouTube creators who are stuck in the painful gap between “decent views” and real channel growth. Instead of generic dashboards, it ingests your YouTube Analytics data and automatically clusters videos by retention patterns, drop-off triggers, and viewer segments. The app then highlights which exact 10–30 second segments are causing viewers to bail, and correlates that with elements like pacing, topic shifts, intros, and calls-to-action. Using lightweight AI video analysis, it labels segments (e.g., “rambling explanation,” “unnecessary recap,” “confusing B-roll”) and gives blunt, prioritized recommendations for what to cut, re-record, or restructure in future videos. It won’t magically make you MrBeast, and it can’t fix boring ideas, but it will stop you from repeating the same structural mistakes across dozens of uploads. Think of it as a ruthless editor that doesn’t care about your feelings, only your retention curve. This is a traditional + AI hybrid web app with a companion mobile viewer for on-the-go insights.