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

“Who repairs commercial espresso machines in Portland OR”

🧪 Tested with 3 different AI models:ChatGPTClaudePerplexity
commercial_servicesPortland, ORAug 23, 2026Question queryCity
AI search snapshot image for Who repairs commercial espresso machines in Portland OR

🏢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
Dr Coffee Coffee Services
drcoffeecoffeeservices.com ↗
ChatGPTClaudePerplexity
📍 Where AI said it found it:🌐 Their website🔧 Service page
2
Prometheus Espresso Services
prometheusespressosvcs.com ↗
ChatGPTClaudePerplexity
📍 Where AI said it found it:🌐 Their website🔧 Service page
3
ClaudePerplexity
📍 Where AI said it found it:🌐 Their website🔗 FAQ
4
Full Pull Espresso Service
fullpullservice.com ↗
ChatGPTClaude
📍 Where AI said it found it:🌐 Their website🔧 Service page
5
Black Rabbit Service Co
ChatGPT
📍 Where AI said it found it:🌐 Their website🔧 Service page
📝

The query: “Who repairs commercial espresso machines in Portland OR” 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 Dr Coffee Coffee Services, Prometheus Espresso Services, Full Pull Espresso Service, and Black Rabbit Service Co. For Dr Coffee Coffee Services, it pointed to their website (a service page), matched on “Exact service match.” For Prometheus Espresso Services, it pointed to their website (a service page), matched on “Exact service match.” For Full Pull Espresso Service, it pointed to their website (a service page), matched on “Exact service match.” For Black Rabbit Service Co, it pointed to their website (a service page), matched on “Exact service match.” Claude named Dr Coffee Coffee Services, Prometheus Espresso Services, EspressTechs, and Full Pull Espresso Service. For Dr Coffee Coffee Services, it pointed to their website (a homepage), matched on “Exact service match.” For Prometheus Espresso Services, it pointed to their website (a homepage), matched on “Exact service match.” For EspressTechs, it pointed to their website (a fAQ), matched on “Exact service match.” For Full Pull Espresso Service, it pointed to their website (a homepage), matched on “Exact service match.” Perplexity named Dr Coffee Coffee Services, Prometheus Espresso Services, and EspressTechs. For Dr Coffee Coffee Services, it pointed to their website (a service page), matched on “Exact service match.” For Prometheus Espresso Services, it pointed to their website (a service page), matched on “Exact service match.” For EspressTechs, it pointed to their website (a service page), matched on “Exact service match.”

🔎Related AI Search Snapshots

AI search snapshot: Who provides overnight commercial cleaning for medical offices in Scottsdale AZ
commercial_servicesQuestionScottsdale, AZ
“Who provides overnight commercial cleaning for medical offices in Scottsdale AZ”
Aug 23, 20265 named
AI search snapshot: Same day document shredding for a law office in 02110 Boston
commercial_servicesPlain localBoston, MA
“Same day document shredding for a law office in 02110 Boston”
Aug 23, 20265 named
AI search snapshot: Who installs commercial walk in freezers in Fargo ND
commercial_servicesQuestionFargo, ND
“Who installs commercial walk in freezers in Fargo ND”
Aug 23, 20265 named
AI search snapshot: Best piano moving service for an upright in Nob Hill San Francisco
moving_servicesBest-ofSan Francisco, CA
“Best piano moving service for an upright in Nob Hill San Francisco”
Aug 23, 20265 named
AI search snapshot: 24 hour emergency sump pump replacement in Grosse Pointe Michigan
home_servicesPlain localGrosse Pointe, MI
“24 hour emergency sump pump replacement in Grosse Pointe Michigan”
Aug 23, 20265 named
AI search snapshot: Who does mobile welding and metal fabrication in Tulsa OK
industrial_servicesQuestionTulsa, OK
“Who does mobile welding and metal fabrication in Tulsa OK”
Aug 23, 20265 named
Browse all AI Search Snapshots for Local Services

Disclaimer

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.

Being named — or not named — says nothing about a business. Inclusion is not praise and omission is not criticism. Many excellent businesses are never mentioned by a model, and a mention is not evidence that a business is better, licensed, available, or suitable for your needs.

Limited verification. We take reasonable steps to confirm that a named business appears to exist. We do not verify licensing, credentials, insurance, reviews, or any claim a model makes about a business, and we are not affiliated with, and do not endorse, any business shown.

Trademarks. All business names, logos, and trademarks are the property of their respective owners. ChatGPT and OpenAI, Claude and Anthropic, Perplexity, and Google are trademarks of their respective owners; this site is independent and is not affiliated with, sponsored by, or endorsed by any of them.

Business names & links. Business names and website links are provided for identification and reference. Their inclusion does not imply affiliation, endorsement, or recommendation.

Our content is protected. This website — its design, original text, graphics, and the way we compile, present, and organize each snapshot — is © 2026 Omni Online Strategies and protected by copyright. This protection covers our own material only; it does not extend to the answers generated by the AI models, or to third‑party business names, logos, and marks, which remain the property of their respective owners. Please do not republish or reproduce our original content without permission.

Informational only. Everything here is provided “as is,” for general informational and educational purposes, and is not professional, legal, financial, or business advice. Verify independently before making any decision. If you believe something is inaccurate, please contact us. Your use of this site is also governed by our Terms of Use and Privacy Policy, which we encourage you to review.