“A cafe photoshoot hook you can use to market a lifestyle app - transition from friends posing to a screen recording of retro camera filters and the final aesthetic results.”

An outlier is a post that beats the account's own baseline, and this app demo one did by 13595x - 42M views where a normal post on the account lands near 3.1K. 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 Kapi Cam. Pull came in at 2/5, 2.3% 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 564K likes, 660 comments, 25K shares, and 77K saves. Those are the numbers the Outlier and Pull scores are built from, nothing modelled or projected.

Its 42M views run about 126x the median of recent lifestyle outliers in the library. That reach multiple ranks in the top 2% of the 1645 lifestyle outliers we currently track. Its Pull score sits in the top 87% of that same set.

Likes led the raw counts, though saves and shares are what move Pull hardest. App Demo makes up 33% of recent lifestyle outliers in the library.