Notes
Regulated Categories and AI Content: What Supplement and Skincare Brands Must Disclose
Published
In a regulated category the hard part was never making the video. It's making one your compliance reviewer signs off and the platform doesn't reject — and AI generation tightens the second of those.
Two burdens, not one
Regulated categories carry a substantiation requirement — you must be able to evidence what you claim — and a platform-policy requirement, which is stricter than the law in several places and enforced automatically.
AI generation leaves the first untouched and makes the second more sensitive, because your ad now carries an AI label on top of category scrutiny that was already elevated.
Supplements
Structure/function claims need substantiation on file before they run. Disease claims are off the table entirely. The FDA disclaimer requirements apply to the ad, not just the label.
The specific trap for AI content: the format that performs best in this category historically is a personal transformation story, and that is precisely the format a synthetic performer cannot deliver compliantly. You need different angles, not a softer version of the same one — what those look like.
Skincare and beauty
Cosmetic claims versus drug claims is the line, and it's easy to cross with an adjective. “Reduces the appearance of” is cosmetic; “treats” is a drug claim that changes your regulatory status.
Before-and-afters are the other issue. We won't produce them with AI, because a generated body showing a generated result is a fabricated outcome regardless of how it's labelled. If that's the asset you need, it needs a real person.
Finance and money
Performance claims, income claims and anything resembling advice carry the heaviest requirements of the three, and platform pre-approval is common. Assume every number needs a source and every projection needs a disclaimer, and assume review will be slow.
What we ask for at intake, and why
- Claims your legal or compliance team has already ruled out — so scripts get written to them rather than edited down to them afterwards.
- Words you cannot use, including the softened versions.
- Substantiation you do hold, and exactly what it covers. Scope matters: a study on one ingredient is not a claim about your formulation.
- Required disclaimers and where they must appear.
- Your review process and its turnaround, so the delivery schedule reflects reality.
It takes ten minutes and it changes what gets written rather than what gets deleted, which is the difference between one review cycle and four.
When we'll tell you to hire a real person
If the asset that will actually sell your product is a specific real human showing a specific real result, we're the wrong supplier and we'll say so before you pay. Some of this category genuinely requires that, and dressing up a synthetic version is both a compliance risk and a bad ad. If it isn't, send the constraints at intake and we'll write to them.
This isn't legal advice. It's an operator's account of rules we work under every day. If you're making a call with real money or real exposure behind it, get it reviewed by someone qualified.
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