“A software scare hook you can use to promote an education app - it opens on a creator reacting to fake software updates, cutting immediately to a screen recording of the interface.”
223× outlier5/5 reach magnitude vs the account's own baseline.
How hard it moved viewers to save, share, and comment.
Why this qualified
103K views on a app demo post, 223x the account's usual reach. The Outlier score reads reach as a multiple of the account's own median, and that median sits around 461 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 2/5 (1.4% 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 detection tool. Reach gets a post seen; Pull is the read on whether it landed.
Underneath the two scores sit the actual counts - 278 likes, 16 comments, 123 shares, and 161 saves - the raw engagement Handler reads to place the post in its niche.
The full breakdown - why the hook works, the comment-intent read, and the ready-to-shoot dupe kit - lives inside Handler.
How this post compares
Its 103K views run about 0.8x the median of recent education outliers in the library. That reach multiple ranks in the top 24% of the 786 education outliers we currently track. Its Pull score sits in the top 98% of that same set.
Saves did the heaviest lifting on its Pull score - the action TikTok rewards most. App Demo is the most common breakout format among recent education outliers in the library, at 38% of them.
More outlier TikTok posts
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Same App Demo format
Same App Demo format
Silent UGC in Education
Talking Head in Education
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Talking Head in Education
Talking Head in Education
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