GPT-IMG
Upload the best real photo you have
A sharp, evenly lit shot of the actual product is the anchor. The model can relight and rehouse it, but it cannot invent details your source photo never showed.
GPT-IMGAI product photos for your listings
One decent photo of the real thing is the input. From there you get the white-background hero, the counter-top lifestyle shot, and the seasonal reshoot, without booking the studio twice.
Turn one product photo into listing images: clean white backgrounds, lifestyle scenes, and seasonal variants. Upload the shot you have and describe the set you need.
EcommerceWhite BackgroundLifestyle ScenesSeasonal Variants
199 / 20,000
Image
Upload at least one reference image before generating.
Models worth trying on product work
Product photography lives or dies on materials and light. These four handle surfaces, reflections, and shadow contact best of the set.
GPT Image 2.5
OpenAI latest image model. Sharper instruction following, cleaner in-image text, up to 4K.
FLUX 2 Pro
Photorealistic detail with tight prompt control. Accepts up to 8 reference images.
GPT Image 2
Most capable OpenAI model. Supports all quality tiers and up to 4K.
Seedream 5.0 Pro
Strong typography and poster layouts. Handles dense in-image text at 1K and 2K.
Getting the product through the reshoot intact
The whole game is the model changing the scene and not the thing you sell. Three habits do most of the work, and three limits are worth settling before you plan a season around it.
GPT-IMG
Lock the product before describing the scene
Open with "keep the product exactly as it is, same angle, same proportions, same label", then describe the new setting. That negative clause is what stops it quietly redesigning your packaging.
GPT-IMG
Read the label before you publish
Brand names, claims, and small print are the parts most likely to come back subtly wrong. Zoom in on every render that carries text on the packaging.
GPT-IMG
It reshoots, it does not invent
Give it a real photo and it will move that product into a new scene convincingly. Ask it to imagine a product you have never photographed and you get a plausible-looking object that is not yours.
GPT-IMG
It is not a 3D render pipeline
For spinnable 360 views, exploded diagrams, or exact CAD-accurate geometry, you still need a renderer. This is photography, not modelling.
GPT-IMG
Check the marketplace rules yourself
Amazon, Etsy, and Shopify each have their own requirements on main-image backgrounds, frame fill, and props. The model will happily produce something that breaks them.
GPT-IMG
Draft at 1K, publish at 2K or 4K
A 1K Standard edit is 25 credits. Find the scene and the wording there, then re-run the keeper at 2K or 4K once. Failed jobs refund automatically.
GPT-IMG
The shots a listing actually needs
Most stores need the same handful of images per SKU, and each one is a different prompt against the same source photo: a clean hero on a plain white or pale grey sweep for the first marketplace slot, a lifestyle scene on a counter or a desk that carries the ad and the social post, seasonal and campaign variants that cost credits instead of another day with a photographer, and a scale shot next to a familiar object so buyers can read the size without opening the dimensions tab.
Related workflows
Adjacent jobs that come up on the same product shoot.
Edit an image without changing the rest
The general version of the containment trick this page relies on, for edits beyond product work.
Edit Text in an Image
Trying a different product name or claim on the label without rebuilding the studio shot around it.
FLUX 2 Pro
Worth a second pass on reflective or textured goods, where materials and specular highlights carry the shot.
Choose Your Plan
Upgrade for larger monthly credits, faster generation, and commercial-ready output.
FAQs
Practical details for this generator page.
Start with AI product photos
Use the prompt panel above with the same account, credits, and history workflow.