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 Bozeman Restoration, BlueBird Plumbing, and Bozeman Plumbing Co. For Bozeman Restoration, it pointed to their website (a service page), matched on “Exact problem match.” For BlueBird Plumbing, it pointed to their website (a service page), matched on “24-hour service.” For Bozeman Plumbing Co, it pointed to their website (a service page), matched on “Emergency service.” Claude named Roto-Rooter Bozeman and Benjamin Franklin Plumbing. 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 business directory listing (a business listing), matched on “Exact service match.” Perplexity named Bozeman Restoration and Roto-Rooter Bozeman. For Bozeman Restoration, it pointed to their website (a service page), matched on “Exact service match.” For Roto-Rooter Bozeman, it pointed to their website (a local service page), matched on “Exact service match.”
