“A study timelapse framed as a challenge where the creator studies until a candle, seemingly burning underwater inside a double-walled glass, goes out.”

This silent ugc TikTok post pulled 30M views - 29× what the account typically does (~1M 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 3/5 (4.0% weighted), measuring how hard the post moved viewers to save, share, and comment - the actions that signal real intent, weighted heaviest.