“A relationship-drama slideshow hook you can use to promote a finance app - pairing a 'not in a man' text overlay with a cut to a $6,000 balance screen.”

This silent ugc TikTok post pulled 2.8M views - 104× what the account typically does (~27K 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 1/5 (0.8% 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: An investing app.