AI-made images are now convincing enough to appear in fake listings, romance scams, donation appeals, and social posts. If a photo looks polished but something feels off, combine visual checks with independent verification before trusting it.
Does this affect you?
Use this for marketplace photos, dating profiles, social media images, donation requests, ads, and any unsolicited message that uses a photo as proof.
Check the visual details AI still gets wrong
Image generators keep improving, but several details are still worth zooming in on.
- Look closely at hands, fingers, and teeth. Extra fingers, missing fingers, strange joints, overly uniform teeth, or teeth that blend together can indicate a generated image.
- Check text inside the picture. Signs, labels, logos, clothing text, and packaging often become warped, misspelled, or nonsensical in generated images.
- Scan the background for objects that merge into each other, repeated patterns that do not make sense, impossible furniture, or architecture that cannot physically exist.
- Compare shadows and light direction across the entire image. AI pictures may contain shadows that disagree with the visible light source.
- For profile photos, notice skin and hair that look overly smooth or artificial, especially when hair lacks natural loose strands or texture.
One strange detail does not prove fraud. Real photos can have odd lighting or motion artifacts. Two or more suspicious signs, especially attached to an urgent request or unbelievable offer, deserve a deeper check.
Verify the image independently
These steps work even when the image itself has no obvious flaw.
- Run a reverse image search with Google Images, Google Lens, or another reverse-search tool. If the same picture appears under a different name, listing, or stock source, do not trust it.
- Ask for a new photo taken in a specific way, or request a quick live video call. A real seller or person can usually respond; a scammer often stalls or makes excuses.
- Review the account history around the image. Newly created accounts, empty profiles, no reviews, or only recent posts are broader warning signs.
- Be careful with emotional images such as disaster damage, injured animals, or dramatic before-and-after claims. These are designed to push a fast reaction.
- Treat an unrealistic deal as a warning even if the image looks real. A luxury item at a huge discount can still be a scam whether the photo is AI-generated, stolen, or genuine but misused.
More control
Reverse search is no longer enough by itself
Scammers can generate brand-new product photos that have never appeared online before. For cars, furniture, electronics, and collectibles, a live photo or video is often a stronger test than reverse search alone.
AI profile photos may not match any real person
Romance and social scams can now invent a consistent face instead of stealing someone else’s pictures. A clean reverse-search result does not prove the person is real.
Donation images need separate verification
For disaster or crisis donations, give through the charity’s official verified website typed directly, not through a link attached to the image.
Sources
- FTC Consumer Advice – Scammers Use AI to Enhance Their Scams (2025)
- BBB Scam Tracker – AI-Generated Images in Online Scams (2025)
- Reuters Fact Check – How to Spot AI-Generated Images (2025)