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Growth Intelligence

Viral Predictor

Estimate the likelihood of your next concept achieving algorithmic liftoff based on historical data.

How the Model Works

The Viral Predictor trains on thousands of recent high-performing reels across various niches. It evaluates factors like hook structure, pacing, audio trends, and visual progression.

Scoring Methodology

Your concept is graded on a scale representing its theoretical ceiling and its risk floor. High-risk, high-reward concepts require excellent execution, while stable concepts provide guaranteed baseline engagement.

Iterative Refinement

Use the predictor to test variations of a hook or caption before spending time editing a video. Small tweaks to phrasing can drastically alter the predicted retention curve.