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 Mendon, Massachusetts?”
“Its site mentions heating and boiler installations but gives less specific information about furnace repair and emergency availability.”
Passed
“Who is the best heating and air company in Mendon, Massachusetts?”
“Its site emphasizes plumbing and boiler work and gives less detail about broader air conditioning and furnace service.”
Passed
“I need a new furnace or heat pump installed in Mendon, Massachusetts. Who should I get quotes from, and roughly what will it cost?”
“Its site mentions boiler installations, but I found less information about furnace or heat pump replacement estimates.”
Passed
“Which heating company in Mendon, Massachusetts has upfront pricing, so I know the cost before they come?”
“It advertises transparent pricing, but I found less detail about furnace repair pricing than from Landry and Hannon.”
Who it picked instead
The company the assistant picked most often in Mendon.
Boucher Energy Systems
Picked first in 2 of 6, picked in 5 of 6 · 4.8 stars on Google from 132 reviews
“The market brief cites Boucher's Mendon location, history since 1981, broad residential heating and cooling services, and NATE-certified technicians.”
What would change it
Where the assistant found the answer on another site and not on this one.
Boucher lists gas and oil furnace offerings and identifies the furnace brands it installs; Daily Pipe's homepage mentions boiler installation but does not describe furnace service or heat pump installation.
https://boucherenergy.com/heating/Boucher says it has operated since 1981 and that its technicians are NATE certified; Daily Pipe's pages read do not provide a comparable HVAC history or technician credential.
https://boucherenergy.com/Daily Pipe's homepage says Book Online Today but the pages read do not explain the booking steps or specifically connect online scheduling to heating service; Boucher provides a dedicated maintenance and estimate appointment form.
https://boucherenergy.com/contact/appointment/
Pages the assistant read
What it opened on this company's own site before answering.
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