Experiments

We tested forty ad creatives in a week. Here's what mattered.

The headline beat the image, the first frame beat the rest, and the winning ad was the one we almost didn't ship.

BuzinessAI Growth team18 Sep 20264 min read

We ran forty ad creatives for the same offer over one week, with the same audience and the budget split evenly. A few patterns stood out.

The headline beat the image

Swapping the headline moved results more than swapping the photo. The best headlines named a specific outcome instead of a feature.

The first frame decided

For video ads, versions that showed the product in the first second beat the ones with a slow build-up.

The winner was almost cut

The best performer was a plain, text-heavy design we nearly didn't ship because it looked too simple.

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