AI product photos for marketplaces: how to avoid returns

AI product photos save you a shoot but can quietly redraw the product. How to keep shape and colour true, which shots a listing needs and how to write a brief for AI photos.

AI photos cover what a small shop usually has no budget for: a studio, a photographer, a model and a set for every product. But they come with a trap that turns a beautiful listing into a stream of returns. Here's how they work, which shots to order and how to write a brief so you don't have to redo the results.

How AI makes product photos

There are two approaches. In the first, the AI takes a real photo of the product and changes everything around it: removes the background, places the item on white, in a room or in someone's hands, adds light and shadow. In the second, it creates the whole image from a text description or a reference, and draws the product anew every time.

For a listing the first approach is safer: the product stays the same, only the scene changes. In the second, the model may change things nobody asked it to change: the number of buttons, the shape of a handle, the text on the packaging. For mood shots that's tolerable as long as the product is recognisable without distortion, but the main photo is best built on a real shot.

The main rule: the product stays itself

Buyers order what they see in the photo. If the AI made the fabric smoother, the colour richer, the print neater or the mug bigger than it really is, you get a return and a “not as pictured” review. Marketplaces also require images to match the actual product. Before publishing, check every image against the real item:

• Shape and proportions: silhouette, length, the number of pockets, buttons, handles.
• Colour: compare in daylight next to the real item, not from memory.
• Print, logo, lettering: AI often distorts text and small patterns.
• Size: in a hand, on a table or on a person, the product looks no bigger or smaller than in real life.
• Contents: nothing in the frame that could be mistaken for part of the set.

If there's an AI model in the shot, it's not a customer and not a review: don't pass it off as a real person, and check whether the marketplace requires AI-generated images to be labelled.

Main photo on white vs lifestyle scenes

These images do different jobs. The main photo works in search results among similar products: the buyer has to see at once what it is. That's why it's usually the whole product on a white or light background, large and uncluttered. Lifestyle scenes work inside the listing: they answer “what does it look like in real life”, “how big is it”, “is it for me”.

Every marketplace has its own image rules: the main image background, aspect ratio, minimum resolution, whether text and watermarks are allowed. On Amazon, for example, the main image goes on a pure white background. Check the exact requirements of Amazon, Wildberries, Ozon, Kaspi or any other marketplace in its seller help before you order a shoot or a generation: redoing a finished series costs more.

A shot list for one product

Here's the set of images a complete listing is built from. Not every product needs all of them; pick the ones that answer your buyers' questions.

• Main photo: the whole product, from the front, on white.
• Second angle: side, back or three-quarter.
• Close-up: texture, seam, fastening, material.
• Scale: the product in a hand, on a person or next to a familiar object.
• In use: the product where it's actually used — a kitchen, an office, outdoors.
• Contents: everything in the box and nothing else.
• Infographic: key specs in large text. It's more reliable to add the text later in an editor than to ask the AI to write it into the image.
• Colour variants: each colour is checked against a real sample separately.

What source photo the AI needs

• Daylight by a window, no yellow bulbs: whatever colour is in the source ends up in every image.
• A clean, pressed product without stray tags or dust.
• Several angles: the AI doesn't know what the back of the product looks like if it has never seen it.
• A sheet of white paper in or next to the frame: it makes it easy to check whether the colour has drifted.
• Sharpness: in focus, no blur. The AI can't recover details that aren't in the photo; it will invent them.

How to write a brief for AI photos

The AI knows neither your product nor your buyer. The more precise the brief, the fewer the reworks. You can copy this template as is:

• Product: what it is, the material, the exact colour (“milky, not white”), the size.
• What must not change: shape, colour, print, logo, number of parts.
• The image's job: main photo, scale, close-up or in-use scene.
• Scene: where, time of day and light, mood.
• Buyer: who they are, so the scene fits their life — a student in a dorm or a family in a country house.
• Composition and format: the product fills most of the frame, space for text if needed, the aspect ratio from the marketplace's rules.
• What to avoid: other brands' logos, text in the image, extra objects that look like part of the set.

Sample brief: a travel mug, matte steel, dark green as in the source photo. Don't change the lid shape or the logo. Scale shot: the mug in an adult's hand at a desk, morning light from a window, a calm mood. Format per the marketplace's rules, space for text at the top.

How VIT TEAM does it

In the Marketplaces factory, AI photos are made by the designer: the main photo on white, close-ups, in-use scenes and series in one style. The marketplace manager writes the shot brief for the listing. Before showing you the work, the designer checks it against its own checklist, and you approve or reject every image. A rejection with a reason, such as “the colour is darker than in real life”, becomes a lesson the designer remembers, and after three approved pieces of one kind it writes itself a playbook of what you like.

A 24-hour shift of the designer costs $39 and covers up to 20 tasks and 40 photos; a month is $299. You can try it free for 7 days, with 5 photos included in the trial.