Every store has the same gap. You have a clean product photo. What you need to run is an ad — that product in a scene that feels premium, with a headline, a CTA button, a brand name, maybe a "20% OFF" badge, sized for Instagram or a Google banner. Getting from one to the other normally means a designer, a Canva afternoon, or a $1–4-per-creative SaaS subscription.

I shipped an API that does it in one call for one cent .

The trade-off everyone else makes

There are two camps, and both are bad in different ways:

Pure text-to-image ("describe your ad"). Fast, but it redraws your product into something that's like your product — wrong logo, wrong shape — and the ad text comes out as melted nonsense, because diffusion models can't spell.

Traditional ad-creative SaaS.…