AI-generated product and model images are becoming common in online marketing. Businesses can now create realistic lifestyle photos, product visuals, and model images without a traditional photoshoot.
However, when an image shows a synthetic person or AI-created product scene, customers should not be misled into thinking the person, endorsement, or product experience is real.
Why Disclosure Matters
U.S. laws and consumer protection rules are increasingly focused on transparency around AI-generated content. The key issue is not the use of AI itself, but whether the image could mislead a customer.
If a business uses an AI-generated model in advertising or product promotion, it should consider adding a clear disclosure such as:
“This image includes an AI-generated model.”
“AI-generated image used for product presentation.”
New York and California Considerations
New York’s synthetic performer disclosure rules focus on clear and unavoidable disclosure when advertisements use digitally created human-like performers. California’s AI transparency requirements focus more on labeling, watermarking, and preserving AI-generated content information.
For businesses, the practical step is simple: do not remove AI-related labels, metadata, or watermarks, and use clear visible disclosure where an image could create confusion.
Federal Advertising Risk
At the federal level, businesses should avoid presenting AI-generated people as real customers, influencers, employees, experts, or product users.
AI images should not imply a real endorsement, real product result, or real customer experience unless that is true.
Make the Disclosure Usable for All Visitors
A disclosure should not be hidden inside a small icon or image-only badge. It should be visible, readable, and available to screen reader users.
Good practice includes:
- Placing disclosure text near the image
- Using readable font size and strong contrast
- Making sure the disclosure is available to assistive technology
- Using meaningful alt text or nearby text when needed
What Businesses Should Do Now
Review your website, ads, product pages, landing pages, and social media images. Identify where AI-generated people or scenes are used, add clear disclosure where needed, preserve AI metadata where available, and keep internal records of AI-generated assets.
How EcomBack Can Help
EcomBack can review AI image disclosures from an accessibility and technical compliance perspective. We help businesses check whether disclosures are visible, screen-reader friendly, properly placed, and understandable for all users.
Final Takeaway
AI-generated images can be useful, but businesses should use them carefully. When an AI-created model or scene could be mistaken for a real person or real product experience, disclose it clearly and make sure every visitor can perceive that disclosure.
Disclaimer: This article is for informational purposes only and does not constitute legal advice. Businesses should consult qualified legal counsel regarding AI disclosure, advertising, and privacy requirements.
