“A bad-good-excellent comparison hook you can use to market an education app - a creator rates different utility tools across categories, positioning the target app as the ultimate choice.”

An outlier is a post that beats the account's own baseline, and this talking head one did by 11x - 36K views where a normal post on the account lands near 3.2K. Reach on that scale is a signal about the post, not the audience size, which is exactly why Handler pulls it into the library instead of letting it scroll past.

The product behind the post is A language learning app. Pull came in at 5/5, 18.4% on the weighted scale - Handler's read on saves, shares, and comments, with saves and shares counted heaviest because they are the actions that carry a post into new feeds rather than just marking approval.

Broken out, the post drew 2.1K likes, 21 comments, 139 shares, and 977 saves. Those are the numbers the Outlier and Pull scores are built from, nothing modelled or projected.

Its 36K views run about 0.3x the median of recent education outliers in the library. That reach multiple ranks in the top 77% of the 800 education outliers we currently track. Its Pull score sits in the top 52% 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.