“A divisive demographic-comparison slideshow you can use to sell a lifestyle app - it groups people by skin color before pivoting to a guilt-inducing religious call-to-action that plugs the app's lockscreen widget.”

This slideshow TikTok post pulled 17K views - 4× what the account typically does (~4.3K views on a normal post). That gap is what Handler calls an outlier: the breakout came from the content's structure, not the account's size.

Engagement pull sits at 5/5 (43.3% weighted), measuring how hard the post moved viewers to save, share, and comment - the actions that signal real intent, weighted heaviest. The product behind it: A Christian Bible study and widget app.