“A 15-second visual hook that starts with a girl laughing hysterically on a train before cutting to a physical phone screen showing a bizarre local meetup event on a travel map app.”

This app demo TikTok post pulled 11M views - 5377× what the account typically does (~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 (10.8% 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: TripBFF, a travel meetup and social planning app.