“A friendly competition hook you can use to market an education app - it opens on a relatable study struggle before cutting to a direct screen recording showing an intense user stat dashboard.”

An outlier is a post that beats the account's own baseline, and this app demo one did by 134x - 154K views where a normal post on the account lands near 1.2K. 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 gamified study timer app. Pull came in at 5/5, 14.2% 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.

The counts behind those scores: 17K likes, 99 comments, 477 shares, and 646 saves. Saves and shares are weighted heaviest because they are the actions that carry a post into more feeds.

Its 154K views run about 1.2x the median of recent education outliers in the library. That reach multiple ranks in the top 30% of the 780 education outliers we currently track. Its Pull score sits in the top 65% of that same set.

Likes led the raw counts, though saves and shares are what move Pull hardest. App Demo is the most common breakout format among recent education outliers in the library, at 38% of them.