Outliers
Breakouts in your niche
Videos from adjacent channels that pulled far more views than that channel normally gets. Ranked by how well each one fits what you already make.
Fit against breakout size
The further right, the better it suits your channel. The higher up, the harder it broke out.
The 5-Agent Architecture That Cut Our Cloud Costs by 80%
7.4× breakout86% fit384K viewsfrom a 28K-sub channel
Circle size = total views
How these are scored
Breakout multiple
Views divided by that channel's own median. Anything under 3× is filtered out before it reaches you.
Fit
How close the topic sits to your existing catalogue in embedding space, weighted by the formats that work for you.
Source channel
Deliberately similar in size. A 10M-subscriber hit tells you nothing about what works at your scale.