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Research Note

Synthetic People Disclosure Research Note

The brand guide can move from research hold to ready because the public draft now limits itself to a review framework, distinguishes jurisdictions, cites current primary

Aug 4, 20262 min readBy Dalton Anderson

Synthetic People Disclosure Research Note

The brand guide can move from research hold to ready because the public draft now limits itself to a review framework, distinguishes jurisdictions, cites current primary sources, and states that it is not legal advice.

FTC staff says the Consumer Reviews and Testimonials Rule does not categorically prohibit AI-generated stock avatars or virtual influencers. An avatar may still present a testimonial. The underlying testimonial cannot be fake or false, and the use can still be deceptive under the FTC Act. An unauthorized celebrity avatar can violate the rule when reasonable consumers would think the celebrity gave the testimonial.

FTC material-connection guidance remains a separate disclosure layer. Identifying a character as synthetic does not disclose sponsorship.

YouTube requires creator disclosure when meaningfully altered or synthetically generated content appears realistic. Covered examples include making a real person appear to say something they did not say and generating a realistic scene that did not occur. This platform field does not replace campaign-level disclosure or consent.

The EU AI Act generally applies from August 2, 2026. Article 50 includes transparency duties for certain AI-generated or manipulated image, audio, and video content, with a limited approach for evidently artistic, fictional, creative, or analogous works. A campaign reaching the European Union needs current legal review.

UK advertising rules require testimonials and endorsements to be genuine unless obviously fictitious and supported by documentary evidence. A photorealistic avatar can create an audience-impression question even if production calls it fictional.

Operational distinction

Review synthetic identity, real-person likeness or voice, material connection, testimonial or experience, ordinary product claims, market rules, and platform rules separately. One "AI used" label cannot resolve all of them.

Sources

Follow the evidence.

  1. support.google.com: 14328491support.google.com
  2. iptc.org: iptc standardiptc.org
  3. c2pa.org: faqsc2pa.org
  4. FTC Disclosures 101ftc.gov
  5. eur-lex.europa.eu: ojeur-lex.europa.eu
  6. c2pa.org: conformancec2pa.org
  7. github.com: Z Imagegithub.com
  8. ftc.gov: consumer reviews testimonials rule questions answersftc.gov
  9. FTC: Endorsements, Influencers, and Reviewsftc.gov
  10. deepmind.google: synthiddeepmind.google
  11. iptc.org: IPTC PhotoMetadata 2025.1iptc.org
  12. nist.gov: reducing risks posed synthetic content overview technical approaches digital contentnist.gov
  13. openaccess.thecvf.com: Li Bridging the Gap Between Ideal and Real world Evaluation Benchmarking AI Generated ICCV 2025 paperopenaccess.thecvf.com
  14. asa.org.uk: testimonials and endorsementsasa.org.uk
  15. deepmind.google: prodeepmind.google
  16. arxiv.org: 2507arxiv.org
  17. spec.c2pa.org: C2PA Specificationspec.c2pa.org
  18. ndsa.org: levels of digital preservationndsa.org
  19. deepmind.google: identifying ai generated images with synthiddeepmind.google
Synthetic People Disclosure Research Note