Etsy Bans AI-Written Recipes and Patterns, and Wants One Unedited Photo of the Real Thing

Etsy announced new restrictions on AI-generated content across its marketplace on Thursday, taking aim at the category its own executives describe as slop. Recipes, knitting and sewing patterns, and any other item that requires a buyer to put in effort to reach a finished product can no longer be created with AI. Every listing must include at least one unedited photograph of the actual item, shot against a real background. Listings generated entirely by bots are banned outright.

The policy draws a line that most platforms have avoided drawing. AI-generated art can still be sold, provided the seller plays a clear role in what they create and is transparent about the process. What Etsy will not accept is an AI-generated pattern or instruction set sold as a human design, because the buyer only discovers the problem after paying and opening the file. When a listing is uploaded, Etsy says it will prompt sellers to declare AI involvement if its detection flags an image, and sellers may face refund liability when a delivered item differs materially from the listing.

"Our marketplace only works when buyers and sellers trust each other," said James Ossman, Etsy's vice president of customer operations, in a note to sellers. He said sellers need confidence that their craftsmanship is represented fairly, and buyers need to understand what they are buying and how much human work sits behind it. Etsy says a third of active buyers report difficulty telling whether a listing involves AI, and that this uncertainty is among the top three reasons they shop on the platform less often.

The commercial stakes are asymmetric, which explains the emphasis on trust rather than volume. Etsy hosted more than 5 million sellers as of its latest annual report, most of them one-person businesses run from home, and about 90 percent operate their shop alone. Gross merchandise sales reached $10.9 billion in 2024, against roughly $75 billion for eBay and more than $700 billion for Amazon. Etsy cannot compete on selection or price, so the authenticity of what it sells is the product.

Etsy is not alone in retreating from unrestricted generative content. Snap has banned wholly AI-generated material from its recommendation algorithm. Spotify said it removed 50 million AI-generated tracks. Amazon, which disclosed that about a million sellers have used its generative listing tools and that roughly 90 percent of the AI output was accepted with little or no editing, now requires labels on realistic AI-generated people in product images. The pattern across all four is the same: platforms are willing to host synthetic media, but not to let it impersonate human work without a label.

Enforcement is where this gets hard. Image detection is unreliable, and a determined seller can edit AI output or photograph a printed pattern to defeat a classifier. Etsy says it will expand its use of technology to identify misleading imagery and fraudulent listings, and will add a reporting function modelled on LinkedIn's so buyers can flag listings that misrepresent AI involvement. None of that is a guarantee; the practical test will be whether the prompts, reports and refunds change seller behaviour or simply add friction for honest shops.

The larger signal is that the AI slop problem is being answered with provenance rules rather than bans on the technology. Etsy is effectively saying that the question is not whether AI touched a product, but whether a human can be held responsible for it, and whether the buyer can tell. For the craft economy that built the platform, that distinction is the whole business. For the rest of the consumer internet, it is a preview of the disclosure regime that marketplace operators are likely to converge on as generated content becomes indistinguishable from the real thing.