Sixty ad angles organized by vertical, each with the psychological mechanism behind it and a live native ad example captured from the OpenAdLibrary index. Steal the mechanism, not the headline.
Most ecommerce ads fail at the angle, not the artwork, so here's a practical library of the hooks that convert on native traffic and a simple way to tell a proven angle from a hopeful guess.
Hook, angle, and claim get used interchangeably and it quietly wrecks your tests; here's the creative ladder that separates them, why the angle is the unit that scales, and how to read one advertiser running a single angle across a stack of hooks in live native-ad data.
