Who Shows Up in AI?
🏢Businesses AI named in this search
The businesses each model returned for this exact query, the models that named each one, and the public source the model pointed to. We confirm each business appears to exist — nothing more.
The query: “Best mobile mechanics in Sacramento” Tested with 3 different AI models. On August 22, 2026, we ran it on OpenAI (gpt-5.4-nano-2026-03-17), Anthropic Claude (claude-haiku-4-5-20251001), and Perplexity (sonar). Each model could use web search. OpenAI named D&E Mobile Mechanics, Stone Mobile Mechanic, and The Car Doctor. For D&E Mobile Mechanics, it pointed to their website (a service page), matched on “Related service.” For Stone Mobile Mechanic, it pointed to their website (an a web page), matched on “Related service.” For The Car Doctor, it pointed to their website (a homepage), matched on “Related service.” Claude named D&E Mobile Mechanics and Fast and Friendly Mobile Mechanics. For D&E Mobile Mechanics, it pointed to their website (a homepage), matched on “Exact service match.” For Fast and Friendly Mobile Mechanics, it pointed to their website (a homepage), matched on “Exact service match.” Perplexity named Stone Mobile Mechanic, The Car Doctor, and Eddy's Mobile Mechanic. For Stone Mobile Mechanic, it pointed to their website (a local service page), matched on “In the requested service area.” For The Car Doctor, it pointed to their website (a local service page), matched on “Exact city match.” For Eddy's Mobile Mechanic, it pointed to the business's Yelp listing (a business listing), matched on “Exact city match.”
