Most brands can't afford editorial

Most brands can't afford editorial knitwear photography like this. A single set - lighting, model, stylist, studio - runs thousands.

These three frames? AI-generated. Every one.

But here's what matters: the ribbed texture catches light exactly the way real merino does. The corset lacing has physical tension. The shadow at the collar falls from one consistent source.

If you can't tell - that's the point.

I don't optimize for "impressive AI." I optimize for "would a buyer believe this product looks exactly like the photo when it arrives?"

That's the standard. Everything else is content, not commerce.