AI UGC: the number, and what it hides
UGC-format ads where the presenter or the footage is generated rather than filmed.
Why ai ugc matters
It removes the production bottleneck from the format that performs best, so variations cost a render instead of a shoot.
What this looks like with real numbers
A product photo becomes a presenter-led 20-second ad in minutes, then four variations of it by lunchtime. The advantage is not that any one of them beats a filmed creator; it is that you can test four openings for the cost of briefing one shoot.
What it does not tell you
Platforms maintain their own rules on labelling synthetic media and they change. And a synthetic presenter should never be presented as a verified real customer.
The mistake people actually make
Presenting a synthetic presenter as a verified customer. That is a claim about a person who does not exist, and both the platforms and the regulator take a dim view of it.
Questions, answered.
How do you calculate ai ugc?
Not a metric — a production method. UGC-format ads where the presenter or the footage is generated rather than filmed.
What goes wrong with ai ugc?
Presenting a synthetic presenter as a verified customer. That is a claim about a person who does not exist, and both the platforms and the regulator take a dim view of it.
What does ai ugc not tell me?
Platforms maintain their own rules on labelling synthetic media and they change. And a synthetic presenter should never be presented as a verified real customer.
Change the creative, not the dashboard
UGC-format ads where the presenter or the footage is generated rather than filmed.