AI Product Photography

One photo, every shot the listing needs

A product listing rarely needs one image. It needs the clean white-background shot, a couple of angles, something lifestyle for the ad, and a hero for the page. Starting from a single photo and generating outward means all of them show the same product rather than four separate interpretations of it.

The pieces, in the order you actually use them

Strip the background first, because everything downstream is easier against a clean cutout. Then either drop the product onto flat white for marketplace requirements, or generate a scene around it. Upscale last, once you have picked the frame you are keeping, so you are not paying to enlarge rejects.

Marketplace constraints are the easy part

Most marketplaces want the product centred on plain white with a bit of margin. That is the most mechanical thing on this list and the least interesting - which is exactly why it is worth automating across a catalogue rather than doing by hand per SKU.

Where photography still wins

Worth being straight about: texture-critical goods, exact colour matching for apparel, and anything a customer will complain about if it differs from the parcel are still safer shot properly. Generation is strongest for scenes, angles, seasonal variants and ad creative built around a product you have already photographed once.

Frequently asked questions

Do I still need to photograph the product at all?

One decent photo helps enormously - it fixes the product's real shape, colour and detail, and everything else builds from it. You can generate a product from a text description alone, but for something a customer will receive in a box, starting from the real thing is the safer route.

What is the cheapest way to do a whole catalogue?

Background removal at 2 credits an image is the cheapest operation on the platform, so cutouts across a full catalogue cost very little. Generated scenes and upscales are priced per image on top, so apply those selectively to the SKUs that carry your advertising.

Can I use these images on a marketplace listing?

Yes on a paid plan, where output carries no watermark. Check your marketplace's own image policy, since some categories restrict how much a product image may be altered - that is their rule, not a platform limitation.

How do I keep a consistent look across a range?

Reuse the same prompt and settings across the range and vary only the product. Because each image starts from your own source photo rather than being invented from scratch, consistency comes mostly from keeping the source photos consistent.

Related tools and workflows

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