← All Local Services AI Search SnapshotsAI Local Search Test - Same query, 3 different models

“Top rated ceramic coating for a daily driver in Scottsdale

🧪 Tested with 3 different AI models:ChatGPTClaudePerplexity
automotiveScottsdale, AZAug 30, 2026Best-of queryCity
AI search snapshot image for Top rated ceramic coating for a daily driver in Scottsdale

🏢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.

1
Alien Auto Lab
ChatGPT
📍 Where AI said it found it:🌐 Their website🔧 Service page
2
Ceramic Pro Elite Scottsdale
Claude
📍 Where AI said it found it:🌐 Their website🔧 Service page
3
Dr. Shine My Ride
Claude
📍 Where AI said it found it:📍 The Google Business Profile for this business⭐ Customer review
4
Echelon Autosports
Claude
📍 Where AI said it found it:🌐 Their website🔧 Service page
Perplexity
📍 Where AI said it found it:🌐 Their website🏠 Homepage
📝

The query: “Top rated ceramic coating for a daily driver in Scottsdale” Tested with 3 different AI models. On August 30, 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 Alien Auto Lab. For Alien Auto Lab, it pointed to their website (a service page), matched on “Exact service match.” Claude named Ceramic Pro Elite Scottsdale, Dr. Shine My Ride, and Echelon Autosports. For Ceramic Pro Elite Scottsdale, it pointed to their website (a service page), matched on “Exact service match.” For Dr. Shine My Ride, it pointed to the Google Business Profile for this business (a customer review), matched on “Exact service match.” For Echelon Autosports, it pointed to their website (a service page), matched on “Exact service match.” Perplexity named FineDetailing. For FineDetailing, it pointed to their website (a homepage), matched on “In the requested service area.”