# Which Marketplaces Allow AI Model Photos? Fashion Rules for Amazon, Zalando, Google, Etsy, Shopify and Meta > A channel-by-channel comparison of the published rules for AI model photos in fashion: Amazon, Zalando, Google Merchant Center, Etsy, your own Shopify store and Meta ads, with the law that sits on top. - **URL**: https://8mstudio.com/guides/marketplace-rules-ai-model-photos-fashion - **Last Updated**: 2026-10-28 --- ## Answer Amazon, Zalando, Google Merchant Center and Etsy all accept AI model photos for fashion, on different terms. Amazon wants a contains-synthetic-performer keyword in the file. Google wants IPTC DigitalSourceType kept. Zalando bans visible AI labels and wants invisible marking by December 2026. Etsy needs one unedited real photo per listing. ## At a glance - No channel in this guide bans AI model photos outright. Each one sets a condition: a keyword, a metadata field, invisible marking or a real photo - Amazon and Google read metadata in the file. Zalando bans visible labels. Etsy wants one untouched photo of the actual item - Your own store and your ads answer mainly to the law, such as EU AI Act Article 50, not to a marketplace image review This guide compares channel rules as published on 28 October 2026. It is not legal advice. Partner pages change, so check each live page before a drop, and ask your own counsel about the laws in the markets you sell to. ## Direct answer Yes, the main fashion channels accept AI model photos, but each asks for something different. Amazon wants contains-synthetic-performer in XMP dc:subject when a photoreal AI person appears. Google Merchant Center wants IPTC DigitalSourceType kept on the file. Zalando bans on-image AI labels and wants invisible marking by December 2026. Etsy needs one unedited photo of the real item. EU law sits on top of all of them. ## Best for - Fashion brands using AI-generated models on more than one sales channel - Catalogue and ecommerce ops leads who need one checklist per channel before upload - Agencies and studios delivering AI on-model images that go to several marketplaces at once ## Not designed for - Legal advice, or deciding for you whether an image counts as a deepfake - Avoiding disclosure. Nothing here helps anyone skip a label a channel or the law requires - Image specs (sizes, crops, backgrounds). Those are in [image guidelines by channel](https://8mstudio.com/guides/fashion-ecommerce-image-guidelines-by-channel) - Children's wear imagery. This guide covers adult apparel only ## The short answer Every channel in this guide accepts AI model photos for adult fashion. None of them treats "AI-generated" as a reason to reject on its own. What changes is the condition attached: Amazon wants a keyword in the file, Google wants a metadata field kept, Zalando wants invisible marking and no visible label, and Etsy wants one real, unedited photo next to any AI images. Your own Shopify store and your Meta ads are different. Neither one reviews your product images the way a marketplace does, so the rules that bite there come mostly from the law, such as [EU AI Act Article 50](https://8mstudio.com/guides/eu-ai-act-ai-fashion-product-images). Accuracy runs through all of them. Each channel's rules say, in their own words, that the image must show the product the shopper will get. ## Channel by channel, read on 28 October 2026 The middle columns summarise each channel's published rule. The notes column links the primary page and our detailed guide where one exists. Each section below quotes the source. **AI model photos by channel, read on 28 October 2026. Orientation, not legal advice** | Channel | AI model photos? | What to add | Notes | | --- | --- | --- | --- | | Amazon (listings, A+, Stores, video) | Yes | The keyword contains-synthetic-performer in XMP dc:subject, before upload, on any image or video with a photorealistic AI-generated person | Amazon shows its own indicator. [Source](https://sellercentral.amazon.com/help/hub/reference/external/GFXHCHYZRGJRBZA5) - [Guide](https://8mstudio.com/guides/amazon-ai-generated-model-images-fashion) | | Zalando (partner program) | Yes, if believable and accurate | Invisible marking in metadata or an invisible watermark, listed as required by December 2026. No visible AI labels on the image | No deepfakes needing a legal label. [Source](https://partner.zalando.com/university/article/zalando-image-guidelines) - [Guide](https://8mstudio.com/guides/zalando-ai-generated-product-images) | | Google Merchant Center (Shopping) | Yes, in image_link, additional_image_link and lifestyle_image_link | IPTC DigitalSourceType on every generative-AI image (TrainedAlgorithmicMedia, CompositeSynthetic or AlgorithmicMedia). Don't strip it | Follows the feed, any platform. [Source](https://support.google.com/merchants/answer/14743464?hl=en) - [Guide](https://8mstudio.com/guides/google-merchant-center-ai-product-images) | | Etsy | Yes on your other photos, not as the required one | At least one unedited photo of the actual item against a real background. Other images can use AI if the item stays accurate | Exceptions for POD, digital, custom and made-to-order. [Source](https://www.etsy.com/legal/policy/listing-image-requirements/253962679005) | | Shopify (your own store) | Your storefront, your call | No Shopify-specific field. The law in your markets decides on disclosure | Synced feeds carry Google or Meta rules. [Source](https://help.shopify.com/en/manual/ai-powered-tools/shopify-magic/media-generation) | | Meta ads (Facebook, Instagram) | Meta's help pages describe how AI ads are labelled, not a ban | Nothing mandatory for ordinary product ads in the page we read. Self-disclosure is offered in some regions | Meta mandates it for social issue, election and political ads. [Source](https://www.facebook.com/business/help/1009525374368348) | Where a cell says "yes", it means the channel's published rules allow AI model photos under the stated condition. It doesn't mean a given image will pass review. ## Amazon: tag the file, Amazon shows the indicator Amazon's [seller announcement](https://sellercentral.amazon.com/seller-forums/discussions/t/aa0aee06-aff4-497a-a4b6-9b2ebe06f715) says sellers "must now tag product images that contain photorealistic AI-generated people" before adding them to listings and A+ content "in any of our worldwide stores". The tag is the keyword contains-synthetic-performer in the file's XMP dc:subject field. Amazon's [help page](https://sellercentral.amazon.com/help/hub/reference/external/GFXHCHYZRGJRBZA5) says Amazon then adds an indicator for shoppers "where applicable". Images that only show real people, even if AI tools altered them, don't need the keyword, and neither do product-only shots. [CNBC reported](https://www.cnbc.com/2026/07/23/amazon-makes-sellers-label-ai-generated-people-in-images-after-ny-law.html) the change on 23 July 2026, after New York's synthetic-performer advertising law took effect. Which production routes need the tag, grey zones such as an AI face on a real body, and tested ExifTool commands are in our [Amazon AI model image guide](https://8mstudio.com/guides/amazon-ai-generated-model-images-fashion). ## Zalando: no visible labels, invisible marking by December 2026 Zalando's [partner image guidelines](https://partner.zalando.com/university/article/zalando-image-guidelines), updated 1 October 2026, say synthetic and AI-generated content "must meet our high-quality editorial and technical criteria", and that Zalando can reject AI assets that "break believability, feature irregularities or fail to represent the product accurately". Two marking rules sit on the same page. Visible labels are out: "We don't allow visible on-image labels like text overlays that don't show measurements or watermarks." Invisible marking is in, under a heading that says "required by December 2026": partners "must embed identifying data within the metadata or as an invisible watermark". The same section says: "Don't provide content that requires visible labelling under applicable laws. This includes deepfakes." So the legal read on a production route decides whether those images go to Zalando at all. The rejection reasons and checks are in our [Zalando guide](https://8mstudio.com/guides/zalando-ai-generated-product-images). ## Google Merchant Center: keep DigitalSourceType on the file Google's [Merchant Center Help](https://support.google.com/merchants/answer/14743464?hl=en) says "All images created using generative AI must contain meta data indicating that the image was AI-generated" using the IPTC DigitalSourceType tag, and warns: "Don't remove embedded metadata tags". It lists three values to preserve: TrainedAlgorithmicMedia, CompositeSynthetic and AlgorithmicMedia. AI-generated images can go in image_link, additional_image_link and lifestyle_image_link. The rule follows the feed, so it applies whether products come from Shopify, another platform or a spreadsheet. CDN resizing and image editors often strip the field; our [Merchant Center guide](https://8mstudio.com/guides/google-merchant-center-ai-product-images) explains how to test that it survives. ## Etsy: one unedited real photo, then AI is allowed Etsy updated its AI rules on 22 October 2026 in a [Seller Handbook article](https://www.etsy.com/seller-handbook/article/1522733284810). Each listing "must include at least one unedited photo of the actual item against a real background". The [Listing Image Requirements policy](https://www.etsy.com/legal/policy/listing-image-requirements/253962679005) adds that sellers "may use photo editing software or AI-powered tools on your other listing images, provided the final result remains an accurate representation of the physical product." For a garment, that means a real photo of the actual piece first, and AI model images after it. The policy names exceptions for print-on-demand, digital, customised and made-to-order items. Etsy also suggests noting AI-edited images in the listing description, and says sellers may be responsible for refunds if a buyer gets an item that's "materially different" from the listing. Etsy's rule that sellers "must still disclose when an item is created using AI" is about items made with AI, such as AI-generated art. It isn't a rule about photos of a physical garment. The same article flags a US law: under California's SB 1050, listing images "may be considered advertisements" and may need a clear disclosure if they prominently feature an AI-generated synthetic performer. Etsy says the law takes effect on 1 January 2027 and tells sellers to check with their own counsel. ## Shopify, your own store: the law is the rulebook On your own Shopify store, you aren't submitting images to a marketplace review. We haven't found a Shopify rule that bans AI model photos or requires a label on them, and this guide doesn't invent one. Shopify's [help page on its own AI media generation](https://help.shopify.com/en/manual/ai-powered-tools/shopify-magic/media-generation) says an invisible watermark is applied to images it generates, and that Shopify doesn't restrict where merchants use them. That covers Shopify's tool, not images you make elsewhere. Two things still apply. Products you sync to Google Shopping or Meta carry those channels' rules, so keep DigitalSourceType on the files. And the law in your markets applies to your storefront: EU AI Act Article 50 for EU shoppers, and synthetic-performer advertising laws such as New York's and, from 2027, California's. ## Meta ads: narrower than most blogs say Meta's [Business Help Center page on AI info labels](https://www.facebook.com/business/help/1009525374368348) describes labels Meta applies, not a ban. Meta says it will automatically apply an "AI info" label to ads made with some of its own generative AI tools, and when it detects that third-party generative AI tools were used, using "industry-standard detection methods, such as C2PA". In some regions, which it lists as the European Region, California, New York, India and Taiwan, advertisers can choose to self-disclose generative AI use, and the label then shows next to the Sponsored label. The mandatory disclosure on that page is for ads about social issues, elections or politics that contain photorealistic media created or edited with AI. We didn't find a Meta rule that every product ad with an AI model must carry a label. Meta's page says the feature "may not be available in your region", so check Ads Manager for your markets. For EU audiences the law may still require a visible disclosure; see the next section. ## The law sits on top of every channel Channel rules don't replace the law. For EU shoppers, [Article 50 of the EU AI Act](https://digital-strategy.ec.europa.eu/en/faqs/transparency-obligations-under-article-50-ai-act) applies from 2 August 2026. Deployers must visibly disclose deepfakes, and the Commission says they can't rely on machine-readable marking alone to do it. Whether a photorealistic AI model on a product page counts as a deepfake depends on context. Our [EU AI Act guide](https://8mstudio.com/guides/eu-ai-act-ai-fashion-product-images) explains the test. In the US, New York's synthetic-performer law is what Amazon's change followed, and Etsy points to California's SB 1050 from 1 January 2027. Both turn on whether an ad shows an AI-generated person who isn't an identifiable real performer. This is where channels pull in different directions. One AI-model image can need a visible disclosure under the law, an Amazon keyword, and no visible label at all on Zalando. That conflict is why Zalando asks partners not to supply content that legally needs a visible label. Settle the legal read per production route before you plan the channels. ## One master file, several channels Most fashion teams want one approved master per frame and channel exports from it. The rules above fit that, if you keep three things straight: - 1. Never burn a visible AI label into the master. Zalando rejects it, and where a visible disclosure is legally needed, add it on the page or in the ad, not in the pixels. - 2. Write IPTC DigitalSourceType on every generative-AI file. Google asks for it, and it's a practical way to meet Zalando's invisible-marking rule, though Zalando doesn't name a standard. - 3. Add Amazon's contains-synthetic-performer only where a photoreal AI person appears. Amazon says not to tag real-people images. - 4. Keep one unedited photo of each actual garment for Etsy listings. - 5. Mark last and check last. Resizing, compression and some DAM or CDN steps strip metadata, so verify the file you actually upload. > "Brands shouldn't have to juggle Shopify vs Amazon vs marketplace image rules themselves. We already have the tools -- and we'll keep building them -- so we optimise the images to those channel rules for them, instead of leaving the brand to DIY it." > > Suraj, founder of 8M Studio ## How to check your files before upload Drop your final export files into our free [AI image label checker](https://8mstudio.com/resources/ai-image-label-checker). It reads the metadata in your browser, without uploading anything, and shows whether each file carries Amazon's keyword, Google's DigitalSourceType and C2PA Content Credentials. For a missing Amazon or Google label it gives you the ExifTool command to add it. It reads files, not pixels, so it can't tell you whether an image is AI-generated or whether it needs a legal disclosure. Those calls stay with you and your counsel. None of the channels above asks for C2PA by name; how signed Content Credentials differ from these tags is in our [C2PA Content Credentials guide](https://8mstudio.com/guides/c2pa-content-credentials-fashion-product-images). ## Where 8M Studio fits [AI Catalogue Production](https://8mstudio.com/solutions/managed-catalogue-production) fits when AI on-model images for several channels should arrive ready for each one. We can add Amazon's tag to AI-model images and invisible AI marking (IPTC DigitalSourceType) to AI-generated files as part of channel delivery, and check them on the final export. The labelling decision stays with the brand and its counsel. 8M Studio is not a self-serve generator and not a law firm. If you'd rather receive channel-ready files than run this checklist yourself, [book a production-fit call](https://cal.com/suraj-8m-studio-bytucu/production-fit-call). Not legal advice. Check each channel's live pages and your counsel. ## Frequently asked questions ### Which marketplaces allow AI model photos for fashion? Amazon, Zalando, Google Merchant Center and Etsy all accept them, on different terms. Amazon wants the contains-synthetic-performer keyword for photoreal AI people, Google wants IPTC DigitalSourceType kept, Zalando wants invisible marking and no visible label, and Etsy needs one unedited photo of the real item. ### Do I need to label AI model photos on my own Shopify store? This guide cites no Shopify rule that requires it, because we haven't found one. The law in your markets can still require a disclosure, such as EU AI Act Article 50 for deepfakes shown to EU shoppers. Products you sync to Google Shopping also need IPTC DigitalSourceType kept on AI images. ### Does Meta require an AI label on fashion product ads? Not in the Meta Business Help Center page we read. Meta may add an "AI info" label itself when it detects AI tools, and offers self-disclosure in some regions. Mandatory disclosure on that page covers ads about social issues, elections or politics with photorealistic AI media. ### Can one image file work for Amazon, Zalando and Google? Usually, yes. Keep the pixels free of visible AI labels, write IPTC DigitalSourceType for Google and Zalando's invisible marking, and add Amazon's keyword only when a photoreal AI person appears. If counsel says an image legally needs a visible label, Zalando asks you not to supply it. ### Is this legal advice? No. It summarises each channel's published rules as read on 28 October 2026. Partner pages change, and whether an image counts as a deepfake depends on context, so check the live pages and ask your own counsel. ## Evidence and sources - **Amazon Seller Central Help asks sellers to add the keyword contains-synthetic-performer to XMP dc:subject before uploading media that shows a photorealistic AI-generated person.** Verified 2026-10-08. - **Amazon's seller announcement says product images with photorealistic AI-generated people must be tagged before they are added to listings and A+ content in any of its worldwide stores.** Verified 2026-10-28. - **Zalando's partner image guidelines accept AI-generated content that meets its quality criteria, ban visible on-image AI labels and list invisible marking as required by December 2026.** Verified 2026-10-28. - **Google Merchant Center Help says images created with generative AI must include IPTC DigitalSourceType metadata indicating AI origin, and that this metadata must not be removed.** Verified 2026-09-26. - **Etsy requires at least one unedited photo of the actual item against a real background in each listing, and allows AI edits on other photos that stay accurate.** Verified 2026-10-28. - **Etsy's Listing Image Requirements policy sets the unedited-photo rule, lists allowed and prohibited AI edits, and names exceptions for print-on-demand, digital, customised and made-to-order items.** Verified 2026-10-28. - **Meta's Business Help Center says Meta may apply an AI info label to ads made with generative AI tools, and requires disclosure for ads about social issues, elections or politics with photorealistic AI media.** Verified 2026-10-28. - [Amazon Seller Central Help -- How to tag media that contains an AI-generated person](https://sellercentral.amazon.com/help/hub/reference/external/GFXHCHYZRGJRBZA5) - Keyword contains-synthetic-performer in XMP dc:subject, indicator "where applicable", do-not-tag cases. Sign-in required; wording verified 2026-10-08 on our Amazon guide. - [Amazon seller announcement (Seller Central forum copy)](https://sellercentral.amazon.com/seller-forums/discussions/t/aa0aee06-aff4-497a-a4b6-9b2ebe06f715) - "You must now tag AI-generated people in listings and A+ content", worldwide stores. Re-read 2026-10-28. - [CNBC -- Amazon makes sellers label AI-generated people in images after NY law (23 July 2026)](https://www.cnbc.com/2026/07/23/amazon-makes-sellers-label-ai-generated-people-in-images-after-ny-law.html) - News report, not a policy page. Links the change to New York's synthetic-performer law. Checked 2026-10-28. - [Zalando Partner University -- Zalando image guidelines](https://partner.zalando.com/university/article/zalando-image-guidelines) - Updated 1 October 2026. AI-generated content criteria, no visible labels, invisible marking required by December 2026, deepfake line. Read 2026-10-28. - [Google Merchant Center Help -- AI-generated content](https://support.google.com/merchants/answer/14743464?hl=en) - IPTC DigitalSourceType on generative-AI images, three values to preserve, allowed image attributes. Read 2026-10-28. - [Etsy Seller Handbook -- Important updates to AI use on Etsy (22 October 2026)](https://www.etsy.com/seller-handbook/article/1522733284810) - One unedited photo of the actual item, AI edits allowed if accurate, disclosure of AI-created items, California SB 1050 note. Read 2026-10-28. - [Etsy -- Listing Image Requirements policy](https://www.etsy.com/legal/policy/listing-image-requirements/253962679005) - Unedited-photo rule, allowed and prohibited AI edits, exceptions by product type. Read 2026-10-28. - [Shopify Help Center -- Media generation in the file editor](https://help.shopify.com/en/manual/ai-powered-tools/shopify-magic/media-generation) - Shopify's own AI image tool: invisible watermark on generated images, no restriction on where merchants use them. Not a rule about other AI images. Read 2026-10-28. - [Meta Business Help Center -- About AI info on ads created or edited with generative AI tools](https://www.facebook.com/business/help/1009525374368348) - Automatic AI info labels (Meta tools, third-party detection via C2PA), regional self-disclosure, mandatory disclosure for social issue, election and political ads. Read 2026-10-28. - [European Commission -- Transparency obligations under Article 50 AI Act (FAQ)](https://digital-strategy.ec.europa.eu/en/faqs/transparency-obligations-under-article-50-ai-act) - Applies from 2 August 2026; deployers disclose deepfakes visibly and can't rely on machine-readable marking alone. Verified 2026-10-08 on our EU AI Act guide. ## Continue the decision - [Book a production-fit call](https://cal.com/suraj-8m-studio-bytucu/production-fit-call) - [AI Catalogue Production](https://8mstudio.com/solutions/managed-catalogue-production) - [Amazon AI-generated model images in fashion](https://8mstudio.com/guides/amazon-ai-generated-model-images-fashion) - [Zalando AI-generated product images](https://8mstudio.com/guides/zalando-ai-generated-product-images) - [AI image label checker](https://8mstudio.com/resources/ai-image-label-checker) - [EU AI Act and AI fashion product images](https://8mstudio.com/guides/eu-ai-act-ai-fashion-product-images) - [Google Merchant Center AI product images](https://8mstudio.com/guides/google-merchant-center-ai-product-images) - [Fashion ecommerce image guidelines by channel](https://8mstudio.com/guides/fashion-ecommerce-image-guidelines-by-channel) - [C2PA Content Credentials for fashion images](https://8mstudio.com/guides/c2pa-content-credentials-fashion-product-images) ## One frame, every channel's rules Keep the garment accurate, keep visible labels off the pixels, write the metadata each channel reads, and check the file you upload. If you'd rather receive channel-ready AI catalogue images, book a call to scope managed [AI Catalogue Production](https://8mstudio.com/solutions/managed-catalogue-production). - [Book a production-fit call](https://cal.com/suraj-8m-studio-bytucu/production-fit-call) Written by [Surajnarayanan S](https://8mstudio.com/authors/surajnarayanan-s) and reviewed by Surajnarayanan S. Updated 2026-10-28. This material explains production decisions; it is not legal advice or a substitute for project-specific rights, brand or channel approval. Read the [editorial and claims policy](https://8mstudio.com/editorial-policy).