“A niche-targeted recommendation hook you can use to promote an education app - it calls out specific hard majors, hooks with a tactile fidget toy, and walks through high-value web features.”

10K views on a talking head post, 18x the account's usual reach. The Outlier score reads reach as a multiple of the account's own median, and that median sits around 578 views, which is why the multiple matters more than the raw view count - it isolates the posts that outran their own channel instead of the ones riding a big following.

Its Pull score of 5/5 (33.5% weighted) measures how hard it moved viewers to save, share, and comment - the actions weighted heaviest because they signal real intent rather than a passing tap. The product it puts forward is An AI-powered study assistant app. Reach gets a post seen; Pull is the read on whether it landed.

The counts behind those scores: 1K likes, 5 comments, 75 shares, and 531 saves. Saves and shares are weighted heaviest because they are the actions that carry a post into more feeds.

Its 10K views run about 0.1x the median of recent education outliers in the library. That reach multiple ranks in the top 65% of the 780 education outliers we currently track. Its Pull score sits in the top 17% of that same set.

Saves did the heaviest lifting on its Pull score - the action TikTok rewards most. Talking Head makes up 27% of recent education outliers in the library.