What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“My furnace won't turn on. Who can fix it this week in Irvine?”
“It lists furnace repair and online booking and says it is a local Irvine small business.”
Picked #3
“I need a new furnace or heat pump installed in Irvine. Who should I get quotes from, and roughly what will it cost?”
“It lists furnace installation and heating work for Irvine.”
Picked first
“I want my furnace serviced before winter in Irvine. Who can I book online?”
“It lists heating and furnace service and provides an online booking option.”
Passed
“Who is the best heating and air company in Irvine?”
“It offers residential heating and cooling work, but its site provides less evidence of awards or review volume than McMaster.”
Passed
“My AC isn't working, can someone come out today? I'm in Irvine”
“It lists AC repair and online booking but does not promise same-day service on the page reviewed.”
Passed
“Which heating company in Irvine has upfront pricing, so I know the cost before they come?”
“Its page lists services and online booking but does not describe upfront pricing.”
What would change it
Where the assistant found the answer on another site and not on this one.
McMaster describes NATE-certified furnace repair technicians; the pages reviewed on Irvine HVAC do not identify technician certifications.
https://www.mcmasterair.com/air-conditioning-heating-irvine-ca.phpMcMaster explicitly advertises after-hours emergency furnace repair requests; Irvine HVAC's listed hours end at 8 pm weekdays and 6 pm Saturday, with Sunday closed.
https://www.mcmasterair.com/heater-furnace-repair-service-irvine-oc.phpMcMaster's site describes a 30-point furnace inspection and twice-yearly residential tune-ups; Irvine HVAC lists preventive maintenance but does not detail a furnace tune-up checklist on the pages reviewed.
https://www.mcmasterair.com/heater-furnace-maintenance-tune-ups-irvine-oc.php
Pages the assistant read
What it opened on this company's own site before answering.
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<a href="https://pickedbyagents.com/hvac/ca/irvine/irvine-hvac-service"><img src="https://pickedbyagents.com/badge/hvac/irvine-hvac-service-us-ca-irvine.svg" alt="Picked first by an AI assistant in Irvine" height="40"></a>
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