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: “Plumbers who repair burst frozen pipes in Bozeman, MT” Tested with 3 different AI models. On August 21, 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 Bluebird Plumbing and Bozeman Plumbing Co. For Bluebird Plumbing, it pointed to their website (a service page), matched on “Exact service match.” For Bozeman Plumbing Co, it pointed to their website (a homepage), matched on “Emergency service.” Claude named Mr. Rooter Plumbing of Bozeman, Roto-Rooter Bozeman, and Benjamin Franklin Plumbing. For Mr. Rooter Plumbing of Bozeman, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” For Roto-Rooter Bozeman, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” For Benjamin Franklin Plumbing, it pointed to a marketplace listing (a business listing), matched on “Exact service match.” Perplexity named Mr. Rooter Plumbing of Bozeman and Roto-Rooter Bozeman. For Mr. Rooter Plumbing of Bozeman, it pointed to their website (a service page), matched on “Exact service match.” For Roto-Rooter Bozeman, it pointed to their website (a service page), matched on “Exact service match.”
