How To Detect AI Generated Fashion Photos

Fashion brands increasingly use AI-generated models and garments in ads and product pages, and some say so openly. Levi's tested AI-generated models with the company Lalaland.ai in 2023, and other retailers have since experimented with "digital twins" of real models. For shoppers, the question is whether a photo shows how the clothes really look.

Clothing clues

• Seams and stitching that wander, disappear or don't connect.
• Buttons, zips and pockets in odd places, or different on each side.
• Fabric that flows in physically impossible ways, or blends into skin or hair.
• Prints and logos that warp or repeat unnaturally.
• Fit that looks painted on, with no natural creasing at elbows and knees.

Model clues

• Hands with odd fingers, often hidden in pockets or behind the back.
• Mismatched earrings or jewelry that merges with skin.
• Identical facial features across "different" models.
• Skin with no texture at all.

Check the brand

Look for a disclosure on the product page or in the image caption. Brands that use AI imagery often say so in small print. Rules are tightening: from August 2026, the EU's AI Act requires deepfake images of real-looking people to be labeled.

Check the file

On a brand's own site, product images sometimes keep metadata. AI Image Detector (made by Patrick Bushe, who runs this site) reads it when you right-click an image in Chrome, flagging AI generator names or tags if present. Large retailers usually process their images in ways that strip metadata, so an empty result is common.

Shop with real photos

Customer review photos are the best check on how clothes really look. On marketplaces, prefer listings with several angles, close-ups of fabric and photos of the item on different bodies.

See AI product photos and how ecommerce teams spot AI product photos.