“A crush-stalking slideshow hook you can use to sell an entertainment app - pair a panicked face slide with a screen recording scrolling through a romantic interest's suspicious taste profile.”

This app demo TikTok post pulled 487K views - 387× what the account typically does (~1.3K 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 (8.1% 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 media tracking and sharing app for books, music, and movies.