Can you sell with AI-generated images? Where US rules draw the line

The question usually shows up after the first try. You type a few lines, and the tool hands back an image that looks more polished than anything you could shoot on the dining table after work. The first thought is to post it with the listing. The second thought arrives a beat later, and it's the real question: is that okay?

The short answer

Yes for the scene around your product; no for a picture that stands in for the product itself. Whether an AI image works in a listing isn't decided by who or what made it. It's decided by what the picture tells a buyer about the item they'll receive. Use real photos for the item and generated images for everything around it — the backdrop, the mood, the banner.

The rest of this article shows where US rules draw that line, what Amazon and Etsy ask of sellers and a workflow that keeps you on the right side of it. It's general information, not legal advice.

What US law looks at: what the picture tells the buyer

The baseline is short. Section 5 of the Federal Trade Commission Act, at 15 U.S.C. §45(a)(1), says: "Unfair methods of competition in or affecting commerce, and unfair or deceptive acts or practices in or affecting commerce, are hereby declared unlawful."

How the FTC decides what counts as deceptive is set out in its Policy Statement on Deception, dated October 14, 1983: "Thus, the Commission will find deception if there is a representation, omission or practice that is likely to mislead the consumer acting reasonably in the circumstances, to the consumer's detriment." The statement adds that "The entire advertisement, transaction or course of dealing will be considered." In practice, a product photo is read as part of the whole listing, not on its own.

A misleading detail also has to matter. The same statement explains: "The basic question is whether the act or practice is likely to affect the consumer's conduct or decision with regard to a product or service. If so, the practice is material, and consumer injury is likely, because consumers are likely to have chosen differently but for the deception."

Put together, that leaves a seller two questions to ask of any image. Is it likely to make a reasonable shopper believe something untrue about the item? And would that belief change whether they buy? That describes the test; it doesn't decide any particular case.

A generated backdrop isn't a claim about your product

A soft beige studio backdrop with gentle light and nothing in it, generated so you can set your product in front of it, tells the buyer nothing about the item. It does the same job as the paper sweep or the wooden board a photographer buys only to shoot on, and nobody calls a backdrop fake.

What can change that is the caption. The same generated scene is fine as an illustration; label it as photographed in your workshop and it becomes a claim that isn't true. The machine doesn't decide which one it is. Your words do.

A generated product is — and it can't know your product

The moment a generated image stands in for the item itself, it's making a statement about the item, and it can't make that statement accurately because it has never seen your product. Generate images works from your text alone; there's no upload box. It has no idea what color your zipper is, how the seams run or what the tag says.

Where your description is silent, the generator fills the gap with the most common version it can come up with, which is rarely the version sitting in your stockroom. One limit of the tool is worth knowing up front: exact colors may not come out exactly as you describe them. On a product page, that's the whole problem in one sentence. A brand color that's slightly off, a zipper that's the wrong shade or a label that reads differently is exactly what a buyer notices when the box arrives.

What marketplaces ask of sellers right now

Marketplace rules change faster than laws, so treat what follows as a snapshot as of October 2026 and check the live page before a big upload.

Amazon: realistic images, and a tag for AI-generated people

Amazon's own advice to sellers points the same way as the FTC test. In a post on its seller blog titled "6 tips for taking product photos in 2025" (December 4, 2024), Amazon writes: "Appealing yet accurate product photography also helps keep return rates in check." It continues: "Having a beautiful yet realistic image of your product is important to maintain customer satisfaction, a positive brand reputation, and avoid the extra cost and labor that comes with returns." That's guidance rather than a rule, but it says plainly what Amazon wants from your photos: accurate, realistic images of the real product.

People in images are a separate matter. Amazon now asks sellers to add a metadata tag to product images that show photorealistic AI-generated people, and it may show shoppers an indicator on those images; a scene with no people in it doesn't need the tag. Using AI-generated models in your store covers how the tag works.

Amazon's main-image specifications are another topic again, and what Amazon's published photo rules ask for walks through them rather than repeating them here.

Etsy: your own photographs, and disclosure for AI creations

Etsy's help page "What Can I Sell on Etsy?" sorts items into categories, and two of them matter here. For the "Made by a seller" category, the page says that any items made by you must, among other things, "Use your own photographs in your listings". For the "Designed by a seller" category, it says: "This category also includes seller-prompted AI creations." And: "Seller-prompted AI creations must disclose the use of AI."

Read those two rules for exactly what they say. One is about the photos of items you make; the other is about items created with AI. For anything beyond that, read Etsy's Creativity Standards rather than stretching either rule further.

Anywhere else: read the seller rules before a batch upload

Marketplaces and social platforms set their own rules on generated images, and those rules change. Any article that tells you flatly what each platform allows is describing a moment that has already passed, this one included. Before you upload a whole batch, open the seller or creator help for the channel you use and read the part about images.

One principle holds everywhere, because it doesn't depend on anyone's policy: an illustration presented as an illustration rarely causes trouble, and a generated image used as a product photo causes trouble everywhere. If the platform doesn't act on it, your customers will, and that version hurts more.

Real product, generated scene: the workflow that holds up

Shoot the item in good light

Use the actual unit you'll ship, not a sample that happens to look better. A phone is enough. Daylight from a window, a plain surface and a steady hand do more for a clean cutout than any setting.

Cut it out and set it on a generated backdrop

Run the photo through Remove background, which returns the product as a transparent PNG. Then describe the setting you want in Generate images — the surface, the light, the season — and leave the product out of the description, since that's the part you're supplying. Vipix doesn't merge the two files for you: place the cutout on the scene in whatever image editor you already use.

Check scale, shadows and color against the real thing

Before the image goes live, compare it with the product on your desk. Is the item the right size next to the props? Does it sit on the surface with a soft shadow instead of floating above it? Does the color match the real thing in daylight? If the color is off, fix the product photo, not the scene, because that part of the picture is the one making a promise.

Shoot the item you'll actually ship, cut it out with Remove background, then build the scene around it with Generate images.

Good jobs for AI images in a store

Some jobs suit generated images well, and nobody will argue with them:

• Backdrops and mood images for posts: a seasonal setting, a color field, a holiday-season scene.
• Illustrations for your blog, newsletter or how-to pages, where you'd otherwise reach for stock photos everyone has already seen.
• A mood board for your photographer: build the scene you're picturing and send it over before the shoot, instead of describing it in a text message.
• Banners, store covers and category headers, including a back-to-school or holiday banner — places nobody mistakes for the merchandise.

What these four have in common is that none of them tells a customer what your item looks like. That's the main line to keep in mind; the platform rules above and the FTC rule on reviews below still apply.

Who owns a generated scene?

There's a second reason to keep the product itself a real photo, and it has to do with ownership. In its registration guidance for works containing AI-generated material, published at 88 Fed. Reg. 16,190 and effective March 16, 2023, the U.S. Copyright Office said that "when an AI technology receives solely a prompt from a human and produces complex written, visual, or musical works in response, the 'traditional elements of authorship' are determined and executed by the technology—not the human user." In its January 29, 2025 report on copyrightability, the Office concluded: "Copyright does not extend to purely AI-generated material, or material where there is insufficient human control over the expressive elements."

For a seller, the practical reading is this. A backdrop generated from a prompt may be hard to claim as yours alone, so a competitor could end up with something very similar. A photo you take of your own product is your own work. That's the Copyright Office's position, not legal advice; for a specific situation, ask a lawyer.

Don't let AI fake your reviews or "customer photos"

Generated images and reviews meet in one place where the rules are explicit. The FTC's rule on consumer reviews and testimonials, at 16 CFR §465.2(a), says: "It is an unfair or deceptive act or practice and a violation of this part for a business to write, create, or sell a consumer review, consumer testimonial, or celebrity testimonial that materially misrepresents, expressly or by implication: (1) That the reviewer or testimonialist exists; (2) That the reviewer or testimonialist used or otherwise had experience with the product, service, or business". When the FTC announced the final rule on August 14, 2024, it spelled out the AI case: "The final rule addresses reviews and testimonials that misrepresent that they are by someone who does not exist, such as AI-generated fake reviews, or who did not have actual experience with the business or its products or services".

In practice: don't generate customer photos, don't put a generated face next to a testimonial and don't present a generated scene as a shopper's own picture of your product.

About the Vipix mark on generated images

Images made with Generate images can carry a small, semi-transparent vipix.vn mark in the bottom-right corner, so open the exact file you plan to post and look before it goes anywhere. Two things follow from that.

First, the mark tells people which site the image came from; it isn't the disclosure a marketplace may ask of you. Etsy's AI disclosure and Amazon's tag for AI-generated people are steps you take as the seller. Second, many marketplaces restrict logos, text and watermarks on listing images, and the Amazon photo guide linked above explains why a mark on a listing photo can backfire. On a banner or a blog illustration, a small corner mark rarely gets in the way.

Frequently asked questions

Are AI-generated product images allowed on Amazon?

Amazon's own seller guidance asks for accurate, realistic images of the real product, partly to keep returns down, and images that show photorealistic AI-generated people need a metadata tag. A generated scene around a real product photo is a different case from a generated picture of the product itself. Check Amazon's current image rules before you upload.

Do I have to disclose AI on Etsy?

If the item itself is a seller-prompted AI creation, yes: Etsy says those creations must disclose the use of AI. For items you make yourself, Etsy asks you to use your own photographs in your listings. Etsy's Creativity Standards cover the details.

Is it illegal to use AI images to sell products?

Not in itself. Under the FTC's approach, the question is whether an image is likely to mislead a reasonable shopper about the product and whether that would affect the decision to buy. A generated backdrop behind a real product photo is a different thing from a generated picture standing in for the product. This is general information, not legal advice.

Can I copyright an AI-generated product image?

According to the U.S. Copyright Office, material generated purely from a prompt isn't protected by copyright, while a photo you take of your product is your own work. For anything in between, ask a lawyer about your specific case.

Can I use AI to create customer photos or reviews?

No. The FTC's rule on reviews and testimonials makes it a violation for a business to create reviews or testimonials that misrepresent that the reviewer exists or used the product, and the FTC named AI-generated fake reviews as an example.

Build the scene, keep the product real

Shoot the item you'll actually ship, cut it out with Remove background, then build the scene around it with Generate images. When a run uses credits, the cost is shown before you run it.