“A 5-second reaction hook you can use to market a finance app - pairing a shocked face with on-screen math showing how spending $54.79 daily drains twenty thousand dollars annually.”

This silent ugc TikTok post pulled 554K views - 457× what the account typically does (~1.2K 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 (11.2% 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: Peek (a budget and expense tracking app).