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Do AI UGC ads need a label?
Often, yes. TikTok requires creators to label content that contains realistic AI-generated images, audio or video, and adds labels automatically in some cases. Meta shows AI labels on some content and has disclosure rules for certain ad categories. Using the label is the safe default for realistic AI presenters.
Platform rules
- TikTok: requires creators to label content that contains realistic AI-generated images, audio or video, and may label content automatically, for example when it detects AI-content metadata.
- Meta: applies AI labels to some content and requires disclosure for certain kinds of digitally created or altered ads, such as social issue and political ads. Check the current policy for your ad category.
- YouTube: asks creators to disclose realistic altered or synthetic content.
Rules change often; check each platform's current policy before launching.
Labels and the law
A label doesn't make a misleading ad acceptable. The FTC says AI avatars aren't banned outright, but an avatar posing as a real customer or professional can still be deceptive. Labelling and honest scripting work together.
Our recommended default
- Turn on the platform's AI label for any realistic AI presenter.
- Don't add copy that implies the presenter is a real customer.
- Keep claims to what the label or product page supports.
Does a label hurt performance?
There's no reliable public data either way. What's clear is the downside of skipping it where required: rejected ads, removed posts or account penalties.
Our own rules at ScrollStop Labs: AI presenters never pose as real customers, claims come from the label, and AI labels stay on.
Sources
- TikTok Help: AI-generated content labels
- FTC: Consumer Reviews and Testimonials Rule, Questions and Answers