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AI-generated image

An image produced wholly or partly by a generative AI model rather than captured by a camera. In e-commerce it ranges from a new background to a fully synthetic scene.

Also called AI image · AI-generated photo · generative AI image

With Herofab Canvas

Model standing on a whitewashed street, glancing back, the tan leather tote on her shoulder
Source photo: On a door. Made with Herofab · Virtual try-on

The term covers a wide range. At one end, a real product photo gets a generated background or a synthetic model; at the other, every pixel comes from the model, the product included. For a listing this distinction matters more than the label: an image built around a photo of the actual item can show that item faithfully, while one generated without it shows a likeness the buyer will not receive.

Marketplaces have set out rules of their own. The common ground is that AI images must represent the product accurately and must not add features or accessories the buyer will not get, and in several places they must be marked, through invisible metadata, a visible label or a note in the description. Which of these applies, and to which images, differs between marketplaces and changes often.

Disclosure is easier to handle when it is planned from the start. A simple record per image, noting whether it was photographed, edited with AI or generated, and with which tool, answers a later question from a marketplace or a customer and shows which files need a label once one becomes required. Uploading the downloaded file with its metadata intact keeps any invisible marking the tool added, and a look at full size before publishing catches misdrawn lettering, logos or hands.

Questions

AI-generated image, answered.

Can I use AI-generated images on a marketplace?

On many marketplaces yes, provided the image shows the product accurately, and some ask for it to be marked. Rules differ on whether AI may create the whole image or only the background, scene or model around a real product photo, so the marketplace's own wording decides. An image made without a photo of the actual item is the case most often ruled out.

How can I tell whether a product image was made with AI?

Look first for a marker in the file, then at the picture itself. AI tools may write a source-type field or content credentials into the file, though editing or resizing can strip them, and their absence proves little. Herofab writes the IPTC marker for AI-generated media into every image it delivers. In the picture, lettering, hands and repeated parts are where generated images most often slip.

In marketplace rules

What marketplaces say about it.

Updated 25 September 2026

Google Shopping
Images created with generative AI must carry metadata that marks them as AI-generated, such as the IPTC DigitalSourceType tag; the tag must not be removed Official page
Zalando
Visible on-image labels are not allowed; invisible marking of AI-generated content is strongly recommended and required by December 2026 Official page
Allegro
Under the EU AI Act, AI-generated or AI-modified photos that might appear authentic must be labelled; Allegro names an AI-generated background and virtual models as examples, and its label option adds an AI label to the photo as a watermark Official page
Walmart
Images generated by artificial intelligence must be truthful, accurate and not misleading Official page
Avocadostore
Ensure the AI platform permits commercial use and consider the rights of models; depict products realistically and make AI-generated model images look realistic; for greater transparency, add a note to the product description stating that the image is AI-generated Official page
THE ICONIC
The disclaimer states that the imagery features a model and a product generated using AI, and that slight variations may occur between the product depicted and the actual product received Official page
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