How To Detect AI Generated Product Photos

Sellers increasingly use AI to create or improve product photos: backgrounds generated around a real product, lifestyle scenes, or entire products that were never photographed. Some of this is fine. The problem is when the photo shows something different from what arrives.

Three kinds of AI product photo

• AI backgrounds: a real product photo placed in a generated setting. Amazon and other marketplaces offer sellers tools for this. Usually harmless if the product itself is accurate.
• AI-enhanced: the real product made shinier, smoother or more detailed than it is.
• Fully generated: a product that may not exist in that form, common with dropshipping and scam stores.

Clues in the photo

• Text and logos on the product or packaging that are slightly garbled.
• Construction that doesn't make sense: handles that don't attach, straps that end in mid-air, seams going nowhere.
• Different details in different photos of the "same" item.
• Too-perfect texture: wood without grain variation, fabric without weave.
• Scale problems: the product's size doesn't match the props around it.

Check the listing

• Customer photos in reviews are the best reality check.
• Reverse image search with Google Lens: the same image on many stores at different prices suggests a dropshipped or generic product.
• Video of the product is harder to fake convincingly.

Check the file

On a seller's own website, AI Image Detector (made by Patrick Bushe, who runs this site) reads product image metadata in Chrome and flags AI generator names or AI tags if they survive. Large marketplaces usually re-process images, so an empty result is common and inconclusive.

If it arrives different

Keep screenshots of the listing and request a return or refund through the marketplace or your card provider, describing how the item differs.

See AI images for marketplace sellers and how ecommerce teams spot AI product photos.