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: “Who fixes Sub-Zero refrigerators in Naperville, IL?” Tested with 3 different AI models. On August 2, 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 Nifty Appliance Repair and Appliance Marshall Repair. For Nifty Appliance Repair, it pointed to their website (a local service page), matched on “In the requested service area.” For Appliance Marshall Repair, it pointed to their website (an about page), matched on “Related service.” Claude named A Fast Local Refrigerator Repair and Appliance Techs. For A Fast Local Refrigerator Repair, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” For Appliance Techs, it pointed to a business directory listing (a business listing), matched on “Exact service match.” Perplexity named Nifty Appliance Repair and Blue Jay Appliance Services. For Nifty Appliance Repair, it pointed to their website (a homepage), matched on “Exact city match.” For Blue Jay Appliance Services, it pointed to their website (a local service page), matched on “Exact city match.”
