Growth Intelligence
Apr 14, 2026
Viral Predictor
Estimate the likelihood of your next concept achieving algorithmic liftoff based on historical data.
viral
prediction
ai
growth
algorithm
1
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.
2
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.
3
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.