AI Lies About Your Favorite Restaurant

AI search recommends only 1.2% of local businesses. 68% of its business info is wrong. Consumers aren't checking. Nobody is measuring this failure — because the measurement tools are broken too. Ask ChatGPT for sushi recommendations near you. You'll get a confident answer with names, descriptions, and reasons to visit. It reads like a knowledgeable local. There's one problem: in a real-world test in Chicago, Google AI Mode's sushi picks averaged 4.9 miles away, compared to 0.3 miles in Google Maps. One of its recommendations was a ramen shop that doesn't serve sushi. This isn't an edge case. It's the baseline. The Numbers Are Worse Than You Think AI search platforms recommend only 1.2% of local businesses. For context, Google's local 3-pack shows relevant results 35.9% of the time. AI visibility is estimated to be 3 to 30 times harder to achieve than ranking well in traditional search. The vast majority of businesses are invisible to AI — not because they're bad, but because AI doesn't