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

“Who grinds stumps after tree removal in Knoxville TN

🧪 Tested with 3 different AI models:ChatGPTClaudePerplexity
landscapingKnoxville, TNAug 31, 2026Question queryCity + state
AI search snapshot image for Who grinds stumps after tree removal in Knoxville TN

🏢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
Anthony Hughes Tree & Stump Grinding Service
ChatGPTClaudePerplexity
📍 Where AI said it found it:🌐 Their website🏠 Homepage
2
Knoxville Stump Grinding
ClaudePerplexity
📍 Where AI said it found it:🌐 Their website🏠 Homepage
3
Monster Tree Service of Knoxville
ClaudePerplexity
📍 Where AI said it found it:🌐 Their website🔧 Service page
4
ChatGPTClaude
📍 Where AI said it found it:📒 The business's Better Business Bureau listing📒 Business listing
5
ChatGPT
📍 Where AI said it found it:🌐 Their website🌐 A web page
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The query: “Who grinds stumps after tree removal in Knoxville TN” Tested with 3 different AI models. On August 31, 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 Anthony Hughes Tree & Stump Grinding Service, Stump Solutions, and Anchor Stump Removal. For Anthony Hughes Tree & Stump Grinding Service, it pointed to their website (a homepage), matched on “Exact service match.” For Stump Solutions, it pointed to the business's Better Business Bureau listing (a business listing), matched on “Exact service match.” For Anchor Stump Removal, it pointed to their website (an a web page), matched on “Exact service match.” Claude named Anthony Hughes Tree & Stump Grinding Service, Knoxville Stump Grinding, Monster Tree Service of Knoxville, and Stump Solutions. For Anthony Hughes Tree & Stump Grinding Service, it pointed to their website (a homepage), matched on “Exact service match.” For Knoxville Stump Grinding, it pointed to their website (a homepage), matched on “Exact service match.” For Monster Tree Service of Knoxville, it pointed to their website (a service page), matched on “Exact service match.” For Stump Solutions, it pointed to their website (a homepage), matched on “Exact service match.” Perplexity named Anthony Hughes Tree & Stump Grinding Service, Knoxville Stump Grinding, and Monster Tree Service of Knoxville. For Anthony Hughes Tree & Stump Grinding Service, it pointed to their website (a homepage), matched on “Exact city match.” For Knoxville Stump Grinding, it pointed to their website (a local service page), matched on “Exact city match.” For Monster Tree Service of Knoxville, it pointed to their website (a service page), matched on “Exact city match.”