“A short, low-fidelity comedic lip-sync video capturing the instant urge to spend money the second a peer-to-peer payment balance hits double digits.”

This talking head TikTok post pulled 23K views - 2× what the account typically does (~12K 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 (32.2% weighted), measuring how hard the post moved viewers to save, share, and comment - the actions that signal real intent, weighted heaviest.