What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Westport, Massachusetts?”
“Its site offers Westport heating and cooling alongside electrical and plumbing services.”
Picked #2
“I need a new furnace or heat pump installed in Westport, Massachusetts. Who should I get quotes from, and roughly what will it cost?”
“Its heating page lists furnace installation and heat-pump repair for Westport.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Westport, Massachusetts”
“Its Westport site offers heating and cooling service, including AC repair.”
Picked #3
“I want my furnace serviced before winter in Westport, Massachusetts. Who can I book online?”
“Its site offers heating maintenance services for Westport homes.”
Passed
“My furnace won't turn on. Who can fix it this week in Westport, Massachusetts?”
“Its site describes heating and furnace services in Westport, but I found no clear response-time claim for an urgent no-heat call.”
Passed
“Which heating company in Westport, Massachusetts has upfront pricing, so I know the cost before they come?”
“I found no specific upfront-pricing or pre-work quote claim on the pages reviewed.”
Who it picked instead
The company the assistant picked most often in Westport.
GEM Plumbing & Heating Services, LLC
Picked first in 3 of 6, picked in 6 of 6
“GEM advertises Westport emergency and same-day service, online scheduling, and a complete quote before repairs begin.”
What would change it
Where the assistant found the answer on another site and not on this one.
GEM explicitly claims same-day appointments in Westport; the reviewed Family pages describe emergency help but do not promise same-day response.
https://askgem.com/service-area/westport-ma/hvac/GEM says customers receive a complete quote before repairs begin; Family describes transparent and fair pricing but does not explain whether customers approve a quote before work.
https://askgem.com/service-area/westport-ma/hvac/GEM provides an online scheduling link on its Westport service page; Family’s reviewed pages invite contact or booking but do not show a direct online appointment calendar.
https://askgem.com/service-area/westport-ma/furnace-repair/
Pages the assistant read
What it opened on this company's own site before answering.
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