Title Features — What Correlates With Viral Performance?
"Lift" = how much higher the average outlier score is when this feature is present vs absent.
Lift > 1.0 means the feature is associated with better performance. Lift < 1.0 means it's associated with worse performance.
| Feature | Present in | % of videos | Avg outlier (present) | Avg outlier (absent) | Lift | Viral rate | Example videos |
|---|
Numeric Features — Does Length Matter?
Videos split at the median value. "High" = above median. Lift = how much higher the outlier score is for the high group.
| Feature | Median value | Avg outlier (low) | Avg outlier (high) | Lift |
|---|
Top 20 Viral Videos
Title Optimiser
Paste a title below — the system analyses it against all discovered patterns and suggests optimised versions that score higher.