By Interestana AI Editorial — AI-drafted, human-overseen. How we report
AI Food Ads Spark Backlash Over Deceptive Imagery

Generative artificial intelligence is increasingly being used by restaurants to create advertisements for their food, a trend that has recently drawn significant public attention and backlash. A viral post on X by user Maggie Moda highlighted numerous peculiar sidewalk signs outside New York City delis and cafés, featuring AI-generated images of food that appeared unnaturally perfect or contained strange visual anomalies. These images included croissant sandwiches with "comically perfect layers," an affogato with "random holes," and a chopped-cheese hero with cheese melted "a little too perfectly." This development offers a cost-effective and time-efficient alternative for small businesses that may lack the resources for professional food photography.
The backlash to these AI food ads reveals a paradox: some customers prefer to see an imperfect depiction of an actual meal over a polished, artificial one. The core issue lies in the ability of generative AI to produce photorealistic images of meals that have never existed, raising questions about the ethical boundaries of advertising. While restaurants have historically enhanced food imagery in advertisements, AI allows for the creation of entirely imaginary products being sold as real. This prompts a re-examination of how much the advertised food can differ from the actual product before it becomes deceptive.
Upon closer inspection, many AI-generated food advertisements exhibit tell-tale signs of artificiality that can be unsettling to viewers. Common anomalies include repeating patterns of identical holes within ingredients, such as in sandwiches and burritos, leading to the internet-coined term "trypophobia burrito" for one viral example. Cheese melts in these images often lack a discernible beginning or end, and ingredients are sometimes arranged in unnaturally neat rows. Croissants are depicted with levels of flakiness that appear structurally impossible. These recognizable visual characteristics have led to the images being collectively nicknamed "AI slop."
The business case for employing AI-generated food imagery is rooted in its affordability and speed. For small restaurants, the cost of professional food photography can be prohibitive, and the time required to stage and shoot meals is also a significant factor. Generative AI tools can produce a wide range of marketing materials rapidly and at a fraction of the cost of traditional methods. However, the negative consumer reaction suggests that while AI offers a practical solution for marketing, the authenticity of the depicted product remains a critical concern for diners. The long-standing question of how much advertising can deviate from reality before it crosses into deception is being amplified by the capabilities of modern AI.
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