“A talking-head compatibility hook you can use to promote an entertainment app - showing a low Spotify dating score, walking through the sync steps, and troubleshooting setup errors.”

Running 841x the account's own baseline, this post reached 1M views against the 1.2K a normal post there sees. That is the whole test for an outlier in Handler - reach measured against the account's own median rather than against other accounts, so a small account with a genuine breakout still qualifies while a big account coasting on its size does not.

Shelf is the product on screen. Where reach gets a post seen, Pull - here 4/5, 6.7% weighted - is what says viewers acted on it, since saves and shares weigh in hardest and a save is the clearest sign a viewer means to come back.

Broken out, the post drew 23K likes, 1K comments, 1.6K shares, and 9K saves. Those are the numbers the Outlier and Pull scores are built from, nothing modelled or projected.

Its 1M views run about 3.9x the median of recent entertainment outliers in the library. That reach multiple ranks in the top 16% of the 409 entertainment outliers we currently track. Its Pull score sits in the top 67% of that same set.

Saves did the heaviest lifting on its Pull score - the action TikTok rewards most. It is one of the few Talking Head breakouts among recent entertainment outliers in the library, just 11% of the pool.