The next time you order from a menu, look closely at the photo. If the burger looks a little too perfect, or the pasta has a shine that no real sauce could produce, you might be staring at an artificial image.
AI-generated food photography has moved from social media jokes to real restaurant menus, and it’s causing a quiet backlash among diners. A recent wave of complaints has pushed the topic into the open, with customers sharing images of dishes that look uncanny — and unappetizing.
The issue became harder to ignore after several high-profile restaurants were caught using AI images that didn’t match their actual food. One viral case showed a shrimp dish with an extra set of legs. Another featured a steak that looked like it had been sculpted from plastic.
“It’s the uncanny valley of food,” said a food critic who asked not to be named, because she still works with restaurants. “You know something is wrong, but you can’t always say what it is. The brain just registers it as off.”
Some restaurant owners defend the practice, arguing that AI images are just another tool. “Photography is all fake anyway,” a chef told CNN. “We used to style and retouch everything. This is faster and cheaper.”
But diners are not convinced. A recent survey found that a majority of respondents said they would be less likely to visit a restaurant if they discovered its menu photos were generated by AI.
The images have also crept into online ordering platforms, where algorithms sometimes pair real dishes with entirely fabricated visuals. The New Yorker recently called the phenomenon “AI food slop,” describing images that mix familiar ingredients in ways that do not make sense.
Regulators are starting to pay attention. Some consumer groups have asked the Federal Trade Commission to look into whether AI food images could be considered deceptive advertising.
For now, the industry is split: some restaurants are proudly returning to real photos, while others say the cost savings are too big to ignore. The next time you order, you may want to ask what you are actually looking at.