What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in San Jose?”
“Its San Jose furnace page explains a system design process and notes five consecutive years of Diamond Certified recognition.”
Picked #2
“I need a new furnace or heat pump installed in San Jose. Who should I get quotes from, and roughly what will it cost?”
“It describes a home-specific system design process that measures heating load and reviews airflow and duct conditions before installation.”
Passed
“My AC isn't working, can someone come out today? I'm in San Jose.”
“It offers AC repair, but the pages reviewed did not make a same-day service claim.”
Passed
“Which heating company in San Jose has upfront pricing, so I know the cost before they come?”
“It says it provides upfront options after diagnosis, but the reviewed pages do not display fixed prices.”
Who it picked instead
The company the assistant picked most often in San Jose.
IRBIS Air, Plumbing & Electrical
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1598 reviews
“The market test favored IRBIS for same-day service, online booking, upfront flat-rate pricing, credentials, and substantially more Google reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
IRBIS says most calls placed before noon get a same-day visit; the Air Care pages reviewed say timing depends on availability and direct urgent callers to phone, without promising same-day visits.
https://www.irbishvac.com/IRBIS describes an online Book Now option; Air Care offers service and estimate request paths, but its contact page is a request form and asks customers needing immediate service to call.
https://www.irbishvac.com/furnaceAir Care explains load calculations, duct review, permitting and financing but does not show example furnace installation prices on its installation page; the market test found Freon publishes example installation prices.
https://www.freonhvac.com/air-conditioning-services/air-conditioning-installation/
Pages the assistant read
What it opened on this company's own site before answering.
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