“A two-beat expectation-versus-reality transition meme contrasting day-trading excitement with sudden after-hours losses using a dramatic red-light color shift.”

This silent ugc TikTok post pulled 52K views - 5× what the account typically does (~10K 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 4/5 (5.7% weighted), measuring how hard the post moved viewers to save, share, and comment - the actions that signal real intent, weighted heaviest.