Using a copyrighted photo (Pinterest, Instagram, Google Images) as input to an AI fashion tool and shipping the result as a commercial ad creates real legal exposure — copyright on the original photo, right of publicity / personality rights on the depicted person, and platform-policy strikes on Meta / TikTok / Google Ads. Use the Creators marketplace instead.
Three legal exposures stacked
1. Copyright on the original photo
The photographer who took the original photo owns its copyright. Using their photo as input to an AI tool to generate a derivative commercial work is not fair use in most jurisdictions when the end use is commercial advertising. AI does not strip the underlying copyright.
2. Right of publicity / personality rights
The person depicted in the original photo has a right of publicity — control over the commercial use of their likeness. In the US, EU, UK, Brazil, and most major jurisdictions, this right is independently actionable per commercial use. The depicted person can sue the brand even if the photographer cannot.
3. Platform-policy strikes
Meta, TikTok, and Google Ads all reject ads where the depicted person's likeness rights are unclear or disputed. Repeated rejections lead to ad-account suspension and (for repeat offenders) permanent account termination.
Real cases the industry has seen
- Boutique buys a Pinterest mood board photo for inspiration, drops it into Gemini with “put my brand's shirt on this person,” runs as a TikTok Spark Ad. Within two weeks, ad-account strike. Six weeks, account terminated.
- DTC brand uses a known Instagram model's photo without her consent. Cease-and-desist from her agency, plus a Meta policy strike that requires legal review to resolve.
The safe alternative: marketplace
Apiway's Creators marketplace exists specifically to solve this. Every listing on Explore was uploaded by the photographer with model release on file and the model named as a co-author with revenue share. When you generate against a marketplace photo set, you operate under a clear, paid, per-generation commercial license. Read Marketplace licensing trail for the full chain.
Rule of thumb
If you do not have a signed model release for the person in an image, do not put their likeness in a commercial ad — whether you generated it from scratch or modified an existing photo. Use a marketplace listing or your own model release.