“A physical cup-voting format you can use to promote a lifestyle app - a couple debates relationship questions from screenshots by pouring water into cups labeled cheating or disrespect.”

This talking head TikTok post pulled 7M views - 458× 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 (7.3% 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 relationship questions game app.