What the assistant said
Its own sentence for each question, verbatim.
Passed
“My furnace won't turn on. Who can fix it this week in Arlington, Washington?”
“Its site advertises emergency furnace service in Arlington, but does not state a same-day commitment or diagnostic price on the pages reviewed.”
Passed
“Who is the best heating and air company in Arlington, Washington?”
“It identifies as family-owned and Arlington-based, but the reviewed pages do not show comparable review totals or diagnostic pricing.”
Passed
“I need a new furnace or heat pump installed in Arlington, Washington. Who should I get quotes from, and roughly what will it cost?”
“It serves Arlington and advertises new heat pumps, but I did not find a comparable published price range.”
Passed
“My AC isn't working, can someone come out today? I'm in Arlington, Washington.”
“It offers emergency AC repair in its service area, but the reviewed page did not confirm same-day availability.”
Passed
“I want my furnace serviced before winter in Arlington, Washington. Who can I book online?”
“It offers furnace service, but I did not verify an online booking option on the pages reviewed.”
Who it picked instead
The company the assistant picked most often in Arlington.
Cozy Heating Inc.
Picked first in 3 of 6, picked in 6 of 6 · 4.9 stars on Google from 424 reviews
“Cozy showed family ownership, service in Arlington since 1979, and a 4.9 rating with 512 reviews according to the market file.”
What would change it
Where the assistant found the answer on another site and not on this one.
The phase 1 review did not verify online booking, although the current homepage and contact page link to a Housecall Pro booking flow.
https://www.cozyheatinginc.com/contact-us/schedule-serviceThe phase 1 review did not find a published diagnostic fee for Northern Comfort; Cozy also does not publish a specific diagnostic amount on the reviewed pages, though Northern Comfort currently states flat-rate upfront pricing.
https://www.cozyheatinginc.com/heating
Pages the assistant read
What it opened on this company's own site before answering.
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