🏢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: “Best sofa reupholstery shop in Grand Rapids MI” Tested with 3 different AI models. On August 27, 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 K&K Upholstery, Perrin's Upholstery, and Progressive Furniture Refinishing. For K&K Upholstery, it pointed to their website (a homepage), matched on “Related service.” For Perrin's Upholstery, it pointed to a local best-of guide (a business listing), matched on “Related service.” For Progressive Furniture Refinishing, it pointed to their website (a service page), matched on “Related service.” Claude named Perrin's Upholstery, Kain Upholstery and Sewing, and Pinnacle Furniture Restoration. For Perrin's Upholstery, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” For Kain Upholstery and Sewing, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” For Pinnacle Furniture Restoration, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” Perplexity named K&K Upholstery and Progressive Furniture Refinishing. For K&K Upholstery, it pointed to their website (a service page), matched on “Exact service match.” For Progressive Furniture Refinishing, it pointed to their website (a service page), matched on “Exact service match.”
