Do Amazon, Shopify, Etsy, Meta and TikTok allow AI model photos?

The short answer, platform by platform

Every rule in this guide comes from the platform's own policy or help page, read on 2 October 2026 and linked where it is used. We make an AI photo tool, so we have a stake in the answer being yes. Where a platform has not said something, this guide says so instead of guessing.

These are platform rules. The law applies on top of them, wherever your buyers are: in the EU that is Article 50 of the AI Act, covered in our EU labelling guide. Nothing here is legal advice.

Amazon: tag AI-generated people in the file itself

Amazon's product image guide has an "AI-generated people disclosure" section. It says that "if your image includes photorealistic AI-generated people, you must tag that image with the appropriate metadata before uploading it to Amazon", and that Amazon will then add a disclosure for shoppers where applicable. The tag lives inside the file, not in the listing text.

The distinction that matters for fashion is who the person is. A model generated from scratch, like a tool's house model, needs the tag. An AI image built from photos of a real person, such as your own model, falls under "real people (even if they have been altered with AI-powered tools)", and Amazon says not to tag it.

The open question is the main image. Amazon's clothing guidelines list "Sketches, drawing, or graphical representations" as prohibited and add "Only photos are allowed." Amazon does not say whether a photorealistic AI image counts as a photo for that slot. Until it does, the cautious setup is a real photograph in the MAIN slot and AI model images in the additional slots, tagged.

Amazon's own command-line example is: exiftool -XMP-dc:Subject+=contains-synthetic-performer image.jpg. Its page notes that running the command twice writes the keyword twice, so tag each file once.

Shopify and Google Shopping: the channel decides

Shopify has no rule about AI images. Its Acceptable Use Policy puts it plainly: "you're responsible for following the rules of your platform, your partners, and the law", and it adds that channel rules may apply. Shopify's own AI image editor, which changes backgrounds and lighting, applies "an invisible watermark" to every image it generates.

So for a store that also sells through Google Shopping, for example with Shopify's Google & YouTube app, the rule that matters is Google's. Google Merchant Center states that "all images created using generative AI must contain meta data indicating that the image was AI-generated", for example the IPTC Digital Source Type value trainedAlgorithmicMedia, and that you must not remove that metadata.

The practical risk is losing the metadata without noticing. Compression apps, background removers and image CDNs can strip it on the way to your store. Check one finished file before you sync a whole catalog. Our list of AI photo apps for Shopify fashion stores covers the tools themselves.

Etsy: the strictest reading of all

Etsy's listing image rules do not mention AI at all, and they do not need to. They say Etsy requires "original photos of the actual product buyers will receive, not renderings or stock photos", and that for clothing made with a production partner you should "use a real photo of the physical end product." An AI image of a model wearing your piece is a rendering of the item, not a photo of it.

Etsy's AI disclosure rule is a different thing. Its Creativity Standards require sellers to disclose in the listing description when "an item is created with the use of AI". That covers AI-made products, such as AI artwork, not AI listing photos of a handmade or produced garment.

• Computer-generated mockups are allowed only in narrow cases: additional images for personalised items, and stock mockups for designs printed onto a base item.
• The safe reading for a clothing shop: real photos in the listing, AI imagery on your social channels and site instead.

Sources: Etsy listing image requirements, last updated 9 July 2024, and Etsy's Creativity Standards, both read on 2 October 2026.

Instagram and Facebook: images optional, realistic video required

Meta treats photos and video differently. For posts, it says it "does not require you to label images that have been created or altered with AI", but it does require a label on "photorealistic video or realistic-sounding audio that has been digitally generated or altered", and warns there may be penalties if you skip it.

The trap is the step after the photo. An AI on-model photo needs no label from Meta, but turning it into a short clip of the model moving makes it realistic AI video, which does. Use the AI label toggle when you post the reel.

TikTok and TikTok Shop: label it, and keep the product exact

TikTok requires creators "to label all AI-generated content that contains realistic images, audio, and video", either with the AI-generated toggle or with on-screen text, a sticker or a note in the description. It may also label content automatically when the file carries C2PA Content Credentials, and an automatic label cannot be removed.

TikTok Shop adds two seller-side rules. Its US AI content policy, dated 2 September 2026, allows AI content if it is transparent and accurate, says disclosure is "especially important" when content includes "synthetic faces, voices, digital humans, or highly realistic virtual figures", and bans using AI to change a product's size, colour, material or features. Its Product Listing Policy, dated 1 September 2026, governs the listing images themselves.

TikTok Shop does not say whether an AI on-model photo counts as a "digital rendering of a product". The garment in it is re-drawn by the model rather than photographed, so the cautious setup matches Amazon's: a real photo on white as the main image, AI model shots among the styled images, and the AI label on any video.

Zalando: believable, unlabelled on the image, marked in the file

Zalando's partner image guidelines are the most detailed of any platform here. AI-generated content is accepted if it meets Zalando's editorial standard, and Zalando "reserves the right to reject any AI-generated assets that break believability, feature irregularities or fail to represent the product accurately."

• No visible AI labels: "We don't allow visible on-image labels like text overlays". Zalando also says not to supply content that requires visible labelling under applicable law, which it says includes deepfakes.
• Invisible marking, under a heading that says required by December 2026: identifying data "within the metadata or as an invisible watermark in the file code", kept intact through upload.
• Rejected distortions: wrong texture or material behaviour, misplaced buttons, warped logos, implausible lighting, and a model whose face or body changes across one product's image set.
• Video: low-quality AI footage with pixelation, motion blur or anatomical errors is not permitted.

That puts Zalando partners in an unusual spot: the platform rules out a visible label, so the image itself has to be one that does not need one under the law where it is shown. Read our EU labelling guide before sending AI model images to Zalando. Sources: Zalando image guidelines and video guidelines, read 2 October 2026.

The law sits on top of every platform

Platform rules are the floor, not the ceiling. In the EU, Article 50 of the AI Act has applied since 2 August 2026 and puts the disclosure duty on whoever publishes the image. Our EU labelling guide explains how to judge each asset.

In the US, New York's General Business Law section 396-b requires anyone advertising goods or services to "conspicuously disclose" a synthetic performer in an ad when they know it is there, with civil penalties of $1,000 for a first violation and $5,000 for each one after (NY Senate). Amazon's tag exists for laws like this: its guide opens with "Some jurisdictions may require disclosure".

One workflow that clears all of them

1. 1

   Keep one real photo of every garment

   It fills the slots where platforms ask for a photograph: Etsy's listing photos, and the cautious choice for Amazon's MAIN image and TikTok Shop's main image on white. Our guide to photographing a garment covers a phone setup that also makes a good AI input.

2. 2

   Never let the AI change the garment

   Colour, length, print, fabric and fit must match what ships. Amazon, TikTok Shop and Zalando all say so in their own words, and returns punish it anyway.

3. 3

   Mark the file before it leaves your computer

   contains-synthetic-performer for Amazon when the person is fully AI-generated, IPTC Digital Source Type for Google Shopping and Zalando, and keep any C2PA credentials your tool wrote. Then check one uploaded file to see the marks survived.

4. 4

   Keep marketplace images clean

   No prices, badges or promotional text. Amazon, Google and TikTok Shop all reject overlays, and Zalando rejects visible AI labels.

5. 5

   Label where people actually look on social

   Use the AI toggle on TikTok and on Instagram reels made from AI images, and add a short caption line, such as "AI-generated model. The garment shown is the item sold.", for EU audiences.

6. 6

   Decide once per asset type

   Write down which image types get which mark and label, so nobody decides post by post.

If you make the images in AURA

• AURA's four house models are AI-generated people, so images made with them need Amazon's tag. An image made from a photo of your own model shows a real person, which Amazon says not to tag; the EU question still applies.
• AURA does not write AI metadata into its downloads. Add the tags yourself before uploading to Amazon, Google Shopping or Zalando.
• Prices and badges added in AURA are for social posts. Marketplaces reject text on product images.
• AURA can redo a photo on a white background, but for Amazon's MAIN slot and TikTok Shop's main image we would still use a real photograph, for the reasons above.