disclose AI product photos

Should I tell customers my product photos are AI generated?

Disclose whenever a platform requires it and whenever a reasonable buyer would care, and always make sure the image accurately shows the real product either way. Several marketplaces and ad platforms have been moving toward requiring AI labels, so check the current rules where you sell; beyond the rules, honesty about the setting costs little, while a buyer who feels misled costs a review.

A product on a clean white studio background, the kind of image where the setting claims nothing

There are two separate questions hiding in this one: what the rules require, and what honesty requires. They have different answers.

What the rules require

Follow each platform’s current policy, and check it rather than trusting a blog post, because this area is moving quickly. The general drift across marketplaces, social platforms and ad networks has been toward more AI labelling, not less: some platforms auto-detect and tag AI-generated imagery, some require you to declare it, and some restrict it for particular categories. None of that is stable enough to quote as a fixed rule, which is exactly why the platform’s own help pages are the only source worth using. Where a rule exists, disclosure is not a judgment call; you just do it.

What honesty requires

Where no rule forces your hand, use a simple test: would this buyer care, and would they feel misled if they found out? Run through what the image is actually claiming.

  • The setting. A rendered marble worktop claims nothing about your product. Buyers already know photography is staged; nobody believes your candle lives on a beach. Disclosure here is optional courtesy, and a short line like “scenes created digitally from photos of the real product” is plenty.
  • The product itself. This is where deception lives. If the image smooths a texture, hides a seam, exaggerates size or shows a label that does not match the parcel, no disclosure fixes it; the image is wrong and should not run. This is why rendering should start from photos of your actual product with the label, colours and proportions locked, the way BrandStills renders your real product, rather than generating a lookalike.
  • Anything a buyer relies on to judge fit. Scale, true colour, material finish. Keep at least one plain, straight photograph in every listing so buyers can calibrate the styled images against an unstyled one. It also quietly answers “is this the real product” before anyone asks.

The position that ages well

Platform policies will keep shifting, but they are shifting in one direction, and sellers who treated disclosure as normal never have to scramble. Be the shop whose renders are accurate, whose listing says how the images were made, and whose parcel matches the picture. Pair styled scenes like a lifestyle shot in a home setting with an honest plain shot, and the question loses its sting entirely.

Frequently asked questions

Which platforms require AI photo disclosure?

The rules differ by platform and keep changing, so check the current help pages wherever you sell. The broad direction is clear: marketplaces, social networks and ad platforms have been adding AI labelling requirements and automatic detection, and some marketplaces restrict AI imagery for certain categories. Assume disclosure requirements will grow, not shrink.

Does disclosing AI photos hurt sales?

There is no honest universal number to give you, and anyone quoting one is guessing. What is predictable is the direction of each risk: a small note about a rendered scene rarely changes a buying decision, while a buyer who feels deceived after delivery predictably leaves the kind of review that costs future sales.

What should a disclosure actually say?

Keep it short and specific: 'Scenes created digitally from photos of the actual product' covers most cases. It tells buyers the setting is staged while making the important promise, that the product shown is the real one. Put it in the listing description or your FAQ rather than stamped across every image, unless a platform requires a label on the image itself.

Last updated August 29, 2026.

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