Study first
Review the ideas behind the questions
Review the public-facing clarity checks before AI-made content reaches an audience. Focus on whether people can tell what is an ad, whether claims have support, and whether a synthetic voice or image could mislead them.
Make The Ad Source Obvious
AI can make a paid article, image, or video look like ordinary editorial content. The approval check starts with how a reasonable person will understand the format.
- A promotional message should not imply that it is independent content when it is really advertising.
- If a disclosure is needed to prevent deception, it must be clear and prominent.
- The ad should be judged as a whole, not by one label or visual cue in isolation.
In Practice
Check The First Impression
Before approval, look at the headline, image, byline, label, and surrounding page together. If the asset looks like ordinary independent content, make the commercial nature clearer.
Put The Label Where People Look
A small label away from the headline or image may not fix the first impression. Put the disclosure near the focal point.
Common mistakes
Approving an AI-written sponsored article because the brand logo appears at the bottom.
Review whether people will notice and understand the commercial nature before they read or click.
Q&A
What should a marketer ask when AI-made content looks like an article?
Ask whether people will understand that it is advertising before they treat it as independent editorial content.
Is a disclosure useful if people do not notice it?
No. A disclosure works only when people notice it, process it, and understand what it means.
Prove Claims Before AI Polish
AI can make a weak claim sound polished. The review still needs ordinary evidence before the claim reaches an ad, landing page, or sales asset.
- Advertising must be truthful, non-deceptive, and supported by evidence.
- A claim can be deceptive when it is likely to mislead reasonable consumers and is material to their decision.
- Clear AI labels do not replace proof for performance, savings, health, or product-result claims.
In Practice
Separate Style From Support
A better image, headline, or script can make a claim easier to believe. It does not create evidence for that claim.
Review Omissions Too
AI-made ads can mislead by leaving out a limit or condition. Check the whole impression, not only the literal sentence.
Common mistakes
Keeping an AI-made before-and-after visual because it is labelled as generated.
Remove it or replace it unless the result claim is truthful, non-deceptive, and supported.
Q&A
Can an AI label make an unsupported product claim acceptable?
No. The claim still needs evidence, and the whole ad must not mislead people.
What should come before approving an AI-polished claim?
Confirm the evidence, the limits of the claim, and the likely impression a reasonable person will get.
Treat Synthetic Voices As High-Risk Signals
A voice clone can sound real to the listener. Approval should check permission, risk, disclosure, and whether the synthetic voice could be mistaken for a real person.
- Modern voice cloning can replicate human voices in a way that is hard to detect by ear.
- Synthetic voices can create risks for fraud, extortion, and misuse of a person's voice.
- Watermarks and detection tools can help, but they have limits and should not be the only review control.
In Practice
Confirm The Person And The Use
A synthetic voice in an ad should not go live just because it sounds convincing. Confirm that the person, permission, and use are clear.
Do Not Push The Burden Onto Listeners
Listeners should not have to detect a synthetic voice on their own before understanding a marketing message.
Common mistakes
Approving a synthetic founder voice because detection software marks the clip as generated.
Check permission, the ad context, the disclosure, and the risk of confusing listeners.
Q&A
Why is synthetic voice review different from ordinary voiceover review?
Because a cloned voice can sound like a real person and may be hard for listeners to detect by ear.
Should a watermark be the only control for a synthetic voice ad?
No. Watermarks and detection can help, but review should also cover permission, context, and disclosure.