FTC AI Disclosure Rules for Ads, Reviews and UGC

Does the FTC require you to disclose AI in ads?

The FTC does not require an "AI-generated" label on every ad, but it does ban ads that deceive, and AI makes some kinds of deception very easy. As of October 2026, the two rules that matter most for AI content are the FTC's Endorsement Guides and its Rule on the Use of Consumer Reviews and Testimonials, which since 21 October 2024 explicitly covers AI-generated fake reviews.

In plain terms: you can make ads with AI, including AI voices, AI scenes and AI presenters. What you cannot do is use AI to invent customers, invent experiences, or show results your product does not deliver. If people would think an AI person is a real customer, you need to disclose that or change the ad. This article explains the rules for anyone making AI UGC ads, and covers the EU and UK equivalents at the end. For the bigger legal map, start with our guide to whether AI-generated content is legal.

What do the FTC Endorsement Guides say?

The Endorsement Guides (16 CFR Part 255) are the FTC's interpretation of how the ban on deceptive advertising applies to endorsements and testimonials. They were revised on 29 June 2023, the first major update since 2009.

An endorsement is any advertising message that consumers are likely to believe reflects the opinions, beliefs, findings or experiences of someone other than the advertiser. The 2023 revision changed the definition so that the endorser "could be or appear to be an individual, group, or institution". The FTC explained that this wording covers virtual influencers, the writers of fake reviews and non-existent entities that appear to give endorsements. An AI-generated person praising your product is therefore an endorsement under the Guides.

Three principles from the Guides apply directly to AI ads:

1. Endorsements must be honest and real. The FTC's Q&A puts it simply: "You can't talk about your experience with a product if you haven't tried it." When an ad says the endorser uses the product, the endorser must have been a bona fide user.
2. Actors and avatars presented as customers need a disclosure. Section 255.2(c) says ads presenting what are represented as "actual consumers" should use actual consumers "in both the audio and video", or clearly and conspicuously disclose that the people shown are not actual consumers.
3. Typical results. If a testimonial shows exceptional results and you cannot prove they are typical, the ad must clearly disclose what people can generally expect.

What does the 2024 FTC rule on fake reviews and testimonials ban?

The Consumer Reviews and Testimonials Rule (16 CFR Part 465) is a binding trade regulation rule, not guidance. The FTC announced it on 14 August 2024 by a 5-0 vote, and it took effect on 21 October 2024. Because it is a rule, courts can impose civil penalties for knowing violations, currently up to $53,088 per violation according to the FTC.

The main prohibitions, as the FTC describes them:

Note the word "testimonials". The rule is not only about star ratings on your website. A video ad where an AI-generated "customer" describes how the product changed their life is a testimonial by someone who does not exist.

The FTC's Q&A also clarifies that the rule does not ban AI avatars as such: section 465.2 is "drafted specifically so as to not prohibit companies from using virtual influencers". The problem is misrepresentation, for example using a celebrity's AI avatar without permission so consumers believe the celebrity gave the testimonial.

The FTC has started enforcing. On 22 December 2025 it sent warning letters to 10 companies about possible violations of the rule.

What was Operation AI Comply?

Operation AI Comply was an FTC law enforcement sweep announced in September 2024 against companies that used AI to "supercharge deceptive or unfair conduct". Then-Chair Lina Khan said there is "no AI exemption from the laws on the books".

The sweep included:

• DoNotPay, which marketed itself as "the world's first robot lawyer"; the settlement required it to pay $193,000 and notify past subscribers.
• Ascend Ecom, an online business-opportunity scheme that claimed its AI tools would help consumers earn thousands of dollars a month; the FTC said it defrauded consumers of at least $25 million.
• Ecommerce Empire Builders, which promised an "AI-powered Ecommerce Empire".
• Rytr, an AI writing assistant whose "Testimonial & Review" feature let subscribers generate unlimited detailed reviews.

The Rytr case later changed direction. On 22 December 2025 the FTC, under new leadership and citing the White House AI Action Plan, reopened and set aside the Rytr order, concluding the complaint did not support a violation and that the order unduly burdened AI innovation. The FTC added that it "will continue to hold accountable actors that use AI to violate the law or deceive consumers".

The lesson as of October 2026: the FTC is less likely to go after a tool simply because it could be misused, but the business that actually publishes fake AI testimonials remains squarely covered by the reviews rule and the Endorsement Guides.

What does this mean for AI UGC ads?

AI UGC ads are ads made to look like user-generated content, typically a person talking to camera about a product, where the person, voice or footage is generated by AI. They are legal in the US when they do not mislead. These steps keep them on the right side of the FTC rules:

1. Do not present an AI presenter as a real customer. If the script says "I've been using this for three months", a viewer will assume a real user. Either rewrite it as a brand spokesperson or clearly disclose that the person is not a real customer.
2. Put the disclosure in the video. The FTC says a disclosure in a visual ad should be at least visual, and in an audio claim at least audible. Disclosures hidden in a description or comments are "easily avoidable" and not clear and conspicuous.
3. Base every claim on evidence. AI makes it easy to show perfect results. The Guides require proof that results are typical, or a clear statement of what people generally achieve.
4. Never clone a real person without permission. Using a celebrity's or influencer's AI likeness as if they endorsed you misrepresents a testimonial and creates separate likeness-rights problems.
5. Keep real reviews real. Do not use AI to write reviews for your shop page, Amazon listing or Google profile in customers' names.
6. Disclose paid creators. If a real creator posts your AI-assisted ad, the material connection still needs a label like "#ad" or "Paid post by [brand]".

For the platform side, YouTube, TikTok and Meta have their own AI labels; see whether you have to disclose AI content on social platforms.

When you make product videos, the safest pattern is honesty about what is real: show the actual product, accurately. BINAI's Product video tool builds talking video ads from photos of your own product and checks the label against your photos in every frame. It does not decide how you present the speaker; the disclosure choices above stay with you.

How do the EU and UK handle AI testimonials and fake reviews?

Both have binding bans that go further than the US in some places.

European Union. The Unfair Commercial Practices Directive, as amended by Directive (EU) 2019/2161, has applied new rules on reviews since 28 May 2022. Its blacklist bans submitting or commissioning false consumer reviews or endorsements, and misrepresenting reviews, to promote products. The Commission's 2021 guidance notice adds that influencers who regularly promote products can qualify as traders. Separately, the EU AI Act requires businesses to disclose deepfakes from 2 August 2026, which can include realistic AI people in ads; see our article on EU AI Act content labelling.

United Kingdom. Since April 2025, fake reviews and concealed incentivised reviews are "banned practices" under the Digital Markets, Competition and Consumers Act 2024, meaning they are automatically unfair. The CMA's guidance defines a fake review as one that "purports to be, but is not, based on a person's genuine experience", and lists buying reviews "generated by software applications (such as bots)" as an example. The CMA can now fine up to 10% of global turnover for consumer-law breaches.

On AI in ads more generally, the UK Advertising Standards Authority said in May 2025 that there is "no blanket legal requirement" to disclose AI use in UK ads. It also warned that disclosure cannot rescue a misleading ad: an AI image showing a cosmetic effect that does not reflect real results is likely to mislead even with an AI label.

This article is general information, not legal advice; for a specific case talk to a lawyer in your country.

Make honest AI ads with BINAI

BINAI lets you make product videos, images and animated ads that stay editable piece by piece, so you can fix a claim or add a disclosure in one scene without redoing the rest. Its check before posting also looks for facts that do not hold up. Start at app.binai.it.

Sources

• Federal Trade Commission Announces Final Rule Banning Fake Reviews and Testimonials — Federal Trade Commission
• The Consumer Reviews and Testimonials Rule: Questions and Answers — Federal Trade Commission
• FTC Warns 10 Companies About Possible Violations of the Agency's New Consumer Review Rule — Federal Trade Commission
• Federal Trade Commission Announces Updated Advertising Guides to Combat Deceptive Reviews and Endorsements — Federal Trade Commission
• Guides Concerning the Use of Endorsements and Testimonials in Advertising (Federal Register notice, 2023) — Federal Trade Commission
• FTC's Endorsement Guides: What People Are Asking — Federal Trade Commission
• FTC Announces Crackdown on Deceptive AI Claims and Schemes — Federal Trade Commission
• FTC Reopens and Sets Aside Rytr Final Order in Response to the Trump Administration's AI Action Plan — Federal Trade Commission
• Fake reviews (CMA208) — Competition and Markets Authority, GOV.UK
• CMA208 Fake reviews guidance (PDF) — Competition and Markets Authority
• CMA to boost consumer and business confidence as new consumer protection regime comes into force — GOV.UK
• Disclosure of AI in Advertising: Striking the Balance Between Creativity and Responsibility — Advertising Standards Authority
• Unfair commercial practices directive — European Commission
• Commission Notice on the interpretation and application of Directive 2005/29/EC — EUR-Lex