AI-Generated Fake Reviews and the FTC’s Final Rule

Using AI does not make a fabricated testimonial legal.

What happened—and what the record establishes

The FTC’s rule on consumer reviews and testimonials prohibits specified fake or false reviews, including reviews generated by AI that purport to come from people who do not exist or who lacked real experience with the product or business.

The rule also addresses buying sentiment-conditioned reviews, certain insider testimonials, company-controlled review sites, review suppression, and fake social indicators. Liability depends on the rule’s elements and the business’s conduct and knowledge.

AI can assist a real customer with grammar, but a business should not invent a customer, experience, or result. Keep records supporting endorsements and disclose material connections.

Questions the law must answer

• Did a real person have the represented experience?
• Did compensation depend on positive or negative sentiment?
• Was a material connection clearly disclosed?

Practical takeaways

• Synthetic testimonials can create civil-penalty exposure.
• Review-generation vendors do not shift responsibility away from the business.
• Build review programs around genuine, voluntary customer experiences.