“An income-disclosure hook you can use to sell a finance app - it opens on a creator sharing their salary then loops a widget showing their actual monthly spending.”

This app demo TikTok post pulled 55K views - 18× what the account typically does (~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 3/5 (3.7% 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: An iOS budget-tracking widget app.