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: “How can I find a heat pump installer in the Phoenix metro area?” 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 Air & Water Mechanical Services LLC. For Air & Water Mechanical Services LLC, it pointed to the business's Angi listing (a service listing), matched on “Related service.” Claude named Arizona Energy Efficient Home, 1st Choice Mechanical, and Arizona TradeMasters. For Arizona Energy Efficient Home, it pointed to their website (a service page), matched on “Exact service match.” For 1st Choice Mechanical, it pointed to their website (a service page), matched on “Exact service match.” For Arizona TradeMasters, it pointed to their website (a service page), matched on “Exact service match.” Perplexity named Arizona Energy Efficient Home and American Cooling and Heating. For Arizona Energy Efficient Home, it pointed to their website (a service page), matched on “Exact service match.” For American Cooling and Heating, it pointed to their website (a local service page), matched on “Exact service match.”
