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L2 · Brand-safe content at scale6 min read

Claims, reviews and testimonials in the AI era

AI makes it trivially easy to write a superlative, a statistic or a glowing testimonial. Advertising law hasn't changed: claims need proof, and endorsements need to be real.

Claims need proof before you publish

In the US, the FTC's long-standing advertising substantiation policy says advertisers must have a reasonable basis for objective claims before they are published. "Best", "#1", "fastest", "clinically proven", "9 out of 10" — if an AI tool writes them, someone still needs the evidence on file. Other markets have similar rules.

Fake reviews are explicitly banned

The FTC's final rule on reviews and testimonials, announced August 14, 2024, bans reviews and testimonials that misrepresent that they are by someone who doesn't exist — the FTC names AI-generated fake reviews as an example — or by someone who didn't actually use the product. It also lets the FTC seek civil penalties. Buying such reviews when you knew or should have known they were fake is covered too.

Where AI-made content commonly breaks the rules

  • Invented statistics in drafts ("studies show 80%...").
  • Made-up customer quotes used as "examples" that end up live.
  • AI personas presented as real customers or experts.
  • Comparative claims about competitors that no one checked.

Simple controls

  • An instruction in every AI tool: never invent facts, figures, quotes, names, reviews or testimonials; mark [FACT NEEDED].
  • An automated check that flags superlatives and figures without a source.
  • A claims register: each claim, its evidence and its expiry date.
  • Legal sign-off for high-risk claims (health, price, performance, comparisons).

What this means for the CMO

The fastest way for AI content to become a legal problem is an invented number or a fake testimonial. Make two rules non-negotiable across the team and your agencies:

  1. No claim goes live without evidence on file.
  2. No review, testimonial or endorsement is ever AI-generated or attributed to someone who didn't say it.

Put both in your AI content policy and in agency contracts.

Ask legal to sample AI-assisted content quarterly for unsupported claims; the findings tell you which rules to add to your tools and checker.

Real example

The FTC's final rule on consumer reviews and testimonials, announced August 14, 2024, bans reviews and testimonials that misrepresent that they are by someone who does not exist, such as AI-generated fake reviews, or by someone without real experience of the product, and allows civil penalties against violators. Source: FTC — Federal Trade Commission announces final rule banning fake reviews and testimonials (Aug 14, 2024) ↗

Use it

Quick check · 3 questions

  1. 1.When must a US advertiser have a reasonable basis for an objective claim?

  2. 2.What does the FTC's 2024 rule say about AI-generated reviews?

  3. 3.Which instruction should every AI writing tool get?

0 of 3 answered

Sources

Last reviewed 2026-10-01.