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 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 Nifty Appliance Repair, Subzero & Wolf Repair Chicago & Suburbs, and ASU Tech Appliance Repair. For Nifty Appliance Repair, it pointed to their website (a service page), matched on “Exact service match.” For Subzero & Wolf Repair Chicago & Suburbs, it pointed to their website (a service page), matched on “Exact service match.” For ASU Tech Appliance Repair, it pointed to their website (a local service page), matched on “In the requested service area.” Claude named Naperville Appliance Fix and A Fast Local Refrigerator Repair. For Naperville Appliance Fix, it pointed to their website (a service page), matched on “Exact service match.” For A Fast Local Refrigerator Repair, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” Perplexity named Naperville Appliance Fix, Nifty Appliance Repair, and Subzero & Wolf Repair Chicago & Suburbs. For Naperville Appliance Fix, it pointed to their website (a service page), matched on “Exact city match.” For Nifty Appliance Repair, it pointed to their website (a service page), matched on “Exact city match.” For Subzero & Wolf Repair Chicago & Suburbs, it pointed to their website (a local service page), matched on “In the requested service area.”





