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

“Who installs commercial walk in freezers in Fargo ND”

🧪 Tested with 3 different AI models:ChatGPTClaudePerplexity
commercial_servicesFargo, NDAug 23, 2026Question queryCity
AI search snapshot image for Who installs commercial walk in freezers in Fargo ND

🏢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
Dakota Refrigeration Inc
dakref.com ↗
ChatGPTClaudePerplexity
📍 Where AI said it found it:🌐 Their website🔧 Service page
2
Red River Refrigeration Inc
redriverrefrigeration.com ↗
ChatGPTClaudePerplexity
📍 Where AI said it found it:📒 A business directory listing📒 Business listing
3
Metropolitan Mechanical Contractors, Inc
metromech.com ↗
ChatGPTClaude
📍 Where AI said it found it:🌐 Their website🔧 Local service page
4
Ryan Brothers Inc
ryanbrothers.biz ↗
ClaudePerplexity
📍 Where AI said it found it:🌐 Their website🏠 Homepage
5
ChatGPTPerplexity
📍 Where AI said it found it:🌐 Their website🌐 A web page
📝

The query: “Who installs commercial walk in freezers in Fargo ND” Tested with 3 different AI models. On August 23, 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 Dakota Refrigeration Inc, Red River Refrigeration Inc, Metropolitan Mechanical Contractors, Inc, and SCR. For Dakota Refrigeration Inc, it pointed to their website (a service page), matched on “Related service.” For Red River Refrigeration Inc, it pointed to a business directory listing (a business listing), matched on “In the requested service area.” For Metropolitan Mechanical Contractors, Inc, it pointed to their website (a local service page), matched on “In the requested service area.” For SCR, it pointed to their website (an a web page), matched on “In the requested service area.” Claude named Dakota Refrigeration Inc, Red River Refrigeration Inc, Metropolitan Mechanical Contractors, Inc, and Ryan Brothers Inc. For Dakota Refrigeration Inc, it pointed to their website (a service page), matched on “Exact service match.” For Red River Refrigeration Inc, it pointed to a local best-of article (a best-of article), matched on “Exact service match.” For Metropolitan Mechanical Contractors, Inc, it pointed to their website (a location page), matched on “Exact service match.” For Ryan Brothers Inc, it pointed to their website (a homepage), matched on “Exact service match.” Perplexity named Dakota Refrigeration Inc, Red River Refrigeration Inc, Ryan Brothers Inc, and SCR. For Dakota Refrigeration Inc, it pointed to their website (a service page), matched on “Exact service match.” For Red River Refrigeration Inc, it pointed to a business directory listing (a business listing), matched on “Exact service match.” For Ryan Brothers Inc, it pointed to their website (a service page), matched on “Exact service match.” For SCR, it pointed to their website (a local service page), matched on “Exact city match.”

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Omni Online Strategies publishes AI Search Snapshots as an independent, ongoing record of how publicly available AI models respond to local search questions. This disclaimer applies to the entire site and to every snapshot, regardless of the search performed or the day it was run.

Not a ranking, rating, endorsement, or recommendation. A snapshot records what an AI model generated in response to a question at a given time — nothing more. It is not our opinion of any business, and it is not an award, certification, or measure of quality.

Generated by third‑party AI, which can be wrong. The answers come from independent AI systems, including ChatGPT (OpenAI), Claude (Anthropic), and Perplexity. Their output is automatically generated and probabilistic, and it can be inaccurate, incomplete, outdated, or inconsistent, and it changes over time. We report what a model said; we do not vouch for it.

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