product-photo-studiolisted

# AI Product Photo Studio Transform one real product photo into a studio-quality listing image, lifestyle scene, or marketplace-ready hero shot. Reuse decisions already present in the conversation and move by the shortest route that completes the requested image. ## Choose the route - **Clean background:** with one product photo, remove the original background and place the product on a clean white, light-gray, or studio-gradient background using `beatra.images.transform`. This is the default for marketplace main images. - **Scene and lifestyle:** with one product photo and a scene description, place the product in a contextual lifestyle setting—on a kitchen counter, a wooden table, a marble shelf, or a seasonal backdrop—using `beatra.images.transform`. - **Refine an accepted draft:** use `beatra.images.edit` with the accepted image as `images[0]` to fix a shadow, remove a reflection, adjust color temperature, or clean up a small defect without changing the composition. Follow [product routing](references/product-routing.md) for the precise branch and [scene craft](references/scene-craft.md) when turning the request into a visual specification anchored to the source product. ## Shape one product brief The hard input is a real product photo. Scene and lighting must not rewrite a confirmed color, accessory, or quantity. Reuse the user's product type, intended marketplace, background preference, and any style references. Ask only when a missing decision ma