“A two-slide self-deprecating slideshow you can use to promote a finance app - pairing a close-up portrait selfie with a screenshot of a broke twenty-cent balance as the punchline.”

This slideshow TikTok post pulled 125K views - 71× what the account typically does (~1.8K 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 (19.4% 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 peer-to-peer payment and mobile banking app.