I have been building LoomaDesign, an AI tool for ecommerce product visuals.

https://loomadesign.ai/

At the start, the product sounded simple enough: help sellers create better product images. After working through the actual use cases, I realized the hard part is turning a product photo into assets that can survive real ecommerce usage.

A seller may start with one decent product image. That image then needs to become a clean product-first visual, a lifestyle scene, a Shopify gallery image, an Amazon secondary image, an ad crop, an A+ module asset, and sometimes a higher-resolution source for future edits.

That is a different problem from generating a nice standalone image.

The product has to remain true

Most AI image demos are judged full screen.…