“A comedic reaction video where a creator uses a voice assistant translation prompt to bait-and-switch the viewer into a ubiquitous regional meme song, resulting in an over-the-top jump-scare reaction.”

This talking head TikTok post pulled 15K views - 1× what the account typically does (~15K 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 (25.9% weighted), measuring how hard the post moved viewers to save, share, and comment - the actions that signal real intent, weighted heaviest.