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AI UGC disclosure rules in 2026: FTC, New York, the EU, Meta, TikTok, and YouTube

What advertisers actually have to disclose when a synthetic performer appears in an ad, where each rule comes from, how the platform labels differ from the legal duties, sample disclosure wording, and a checklist that keeps AI creative running.

Compliance8 min read

Updated

Key takeaways

  • The FTC treats a synthetic endorser like a human one, and fabricated testimonials are banned outright.
  • New York requires a conspicuous disclosure when a synthetic performer appears in an ad, with per-violation penalties. The EU AI Act's transparency duties apply from August 2, 2026.
  • Platforms label AI content differently: Meta detects and labels, TikTok and YouTube ask you to disclose realistic synthetic content. A platform label is not a legal disclosure.
  • Layer your disclosures: one for the paid relationship, one for the synthetic performer. Position the AI creator as a spokesperson, never as a real customer.

This is not legal advice, and the rules move

This guide summarizes the public rules as we read them in September 2026, with links to the primary sources so you can check them yourself. It is not legal advice. Advertising law depends on where you operate, where your audience is, and what your ad claims, so confirm the specifics with counsel before a campaign that matters.

The good news is that the rules converge on one idea: do not let anyone believe a synthetic performer is a real person with real experience. Build your creative around that and most of the rest is paperwork. The bad news is that the paperwork now has teeth in several jurisdictions at once, and the platform toggles that people assume cover them mostly do not.

United States: the FTC

The FTC's Endorsement Guides were revised on June 29, 2023, and the revision explicitly clarified that the definition of an endorsement covers virtual influencers and fabricated endorsers. In plain terms, a computer-generated creator who recommends your product is held to the same standard as a human who does: claims must be truthful and substantiated, and material connections must be disclosed clearly and conspicuously.

Separately, the FTC's rule on fake reviews and testimonials, announced August 14, 2024 and in effect since October 21, 2024, prohibits testimonials from people who do not exist, including AI-generated ones, and from people who did not actually use the product. Civil penalties are assessed per violation and were above fifty thousand dollars per violation when the rule took effect; the figure is adjusted annually.

The Guides also define what clear and conspicuous means. A disclosure has to be hard to miss, in a simple font with contrasting background, and understandable to an ordinary reader. For video, the FTC's guidance favors simultaneous written and spoken disclosure when the endorsement itself is both seen and heard. A line in the caption that a viewer has to tap to expand does not meet that bar.

New York: the synthetic performer law

On December 11, 2025, New York's governor signed an amendment to General Business Law section 396-b that takes effect June 9, 2026. It requires anyone who produces or creates an advertisement for a product or service, for a commercial purpose and with actual knowledge, to conspicuously disclose that a synthetic performer appears in the advertisement. Reported penalties are $1,000 for a first violation and $5,000 for each subsequent one.

Law-firm summaries note that the definition targets digitally created or altered human likenesses that a reasonable viewer would take for a real person, and that some categories are carved out. If your ads can reach New York, and most paid social ads can, the safe assumption is that a visible on-screen disclosure belongs on any creative with an AI-generated human. The summaries linked below walk through the definitions and the exemptions in more detail.

Other states have moved on adjacent issues, including digital replicas of real people and deceptive synthetic media in political advertising. Those are narrower than New York's rule, but they add to the case for treating on-screen disclosure as a default rather than a jurisdiction-specific exception.

European Union: transparency obligations

The EU AI Act's transparency obligations, including the requirement to disclose artificially generated or manipulated image, audio, and video content that resembles real people, places, or events, apply from August 2, 2026. Obligations fall both on providers of AI systems, who must mark outputs in a machine-readable way, and on deployers, who must disclose deepfake content to the people who see it. An advertiser running synthetic-performer creative in an EU market is a deployer.

If you run creative in EU markets, treat a visible synthetic-content disclosure as a baseline there as well, and confirm the implementation details for your member state. National advertising standards bodies are layering their own guidance on top of the Act.

Platform rules

PlatformWhat happensWhat you should do
Meta (Facebook, Instagram)Applies an "AI info" label in the About this ad menu when it detects generative AI, including third-party tools, using industry-standard content credentials. Ads about social issues, elections, or politics must self-disclose AI-created or edited media.Expect the label. Do not try to strip content credentials. Add your own on-screen disclosure where a law requires one, because the menu label is not conspicuous.
TikTokRequires realistic AI-generated content to be labeled, auto-labels content carrying content credentials, and provides an AI-generated content toggle for creators. Spark Ads inherit the organic post's label.Turn the toggle on for realistic synthetic creators. Disclose in the caption when you post from an outside tool. Check TikTok Shop's separate content rules if you sell there.
YouTubeRequires creators to answer the altered or synthetic content question at upload when a video makes a real person appear to say or do something, alters real footage, or generates a realistic scene. A label is applied.Answer honestly in YouTube Studio. Disclosing does not affect monetization eligibility, per YouTube's own guidance.

Platform labels do not replace legal disclosures. A label hidden behind a three-dot menu is not a conspicuous disclosure under New York's law, and it says nothing about whether your claims are substantiated. Think of the platform toggle as the floor and the on-screen text as the actual compliance.

What a compliant disclosure looks like

There is no mandated wording in most of these rules, only a standard: conspicuous, understandable, and present where the viewer is looking. The following patterns meet that standard in practice. Adapt the wording to your counsel's preference.

  • On-screen text in the first three seconds and again at the close: "AI-generated presenter" or "This video features a synthetic performer."
  • A persistent small caption for the full runtime: "AI presenter" in a corner, readable at phone size.
  • For paid partnerships, a separate line: "Paid partnership" or the platform's built-in paid partnership tag. Do not merge the two disclosures into one.
  • In the caption, repeat both: the AI disclosure and the paid relationship.
SituationDisclose AI?Disclose paid?Testimonial allowed?
Synthetic presenter explains product featuresYesIf it is an ad, yesNo first-person experience claims
Real creator, AI-cleaned audio onlyGenerally noYesYes, if true
Real creator's face, AI-dubbed into another language with consentYes on most platformsYesYes, if the original was true
Synthetic performer reads a real customer's written reviewYes, and attribute the reviewYesOnly with the customer's permission and accurate attribution

A working checklist

  1. Decide what the AI creator is. Spokesperson, presenter, or demonstration are fine. Customer is not.
  2. Strip testimonial language from AI scripts. No first-person experience claims, no before and after stories the character did not live.
  3. Substantiate every number and claim exactly as you would for a human creator. Health, financial, and environmental claims carry their own rulebooks.
  4. Add a visible on-screen disclosure that the performer is AI-generated, in a font and position a viewer can actually read, and keep it up long enough to be read.
  5. Add the paid-partnership or advertising disclosure separately. Two facts, two disclosures.
  6. Use the platform's AI disclosure setting wherever one exists, and never remove content credentials.
  7. Keep the reference footage, character source, and rights attestations for every render. If a question comes up later, the trail is your answer.
  8. Re-check this list quarterly. Every rule above changed in the last three years.

None of this slows down testing. A disclosure is a text layer, and the rest is a script discipline. The teams that get into trouble are the ones that used a synthetic performer to fake a customer, not the ones that used one to present a product clearly.

Creative freedom starts with permission

VibesUGC asks for a rights attestation before every render and keeps your reference, character, and outputs together for the record.

Read our Acceptable Use Policy

Frequently asked questions

Do I have to label every ad that used AI anywhere in production?
Not under the rules discussed here. The duties attach to realistic synthetic humans and to content that could mislead a viewer about what is real. AI-assisted scripting, color correction, or captioning does not trigger them. A synthetic performer does.
Is Meta's AI info label enough?
No. It is applied by Meta for transparency, sits behind a menu, and is not a conspicuous disclosure under New York's law or the FTC's clear-and-conspicuous standard. Add your own on-screen text.
Can a synthetic performer read a real customer's review?
With the customer's permission and clear attribution, and with the AI disclosure in place, it can present the review as a quoted review. It must not present the review as its own experience.
What are the penalties?
FTC civil penalties are assessed per violation and exceeded fifty thousand dollars per violation when the fake reviews rule took effect. New York's law reports $1,000 for a first violation and $5,000 for each subsequent one. Platform enforcement ranges from ad rejection to account restrictions.

Sources and further reading

  1. FTC, updated Endorsement Guides announcement (June 29, 2023)
  2. FTC, final rule banning fake reviews and testimonials (August 14, 2024)
  3. FTC, Endorsement Guides: What People Are Asking
  4. New York State Senate, General Business Law § 396-b
  5. Cooley, New York Enacts 'Synthetic Performer' Disclosure Law for Advertisements
  6. McDermott, New York's synthetic performer disclosure law: What advertisers need to know
  7. Meta, Expanding GenAI Transparency for Meta's Ads Products (February 2025)
  8. Meta Help Center, How AI-generated images in ads are identified and labeled
  9. TikTok Help Center, AI-generated content
  10. YouTube Help, Disclosing use of altered or synthetic content
  11. European Commission, AI Act overview and timeline
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