What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“I need a new furnace or heat pump installed in Marion, Massachusetts. Who should I get quotes from, and roughly what will it cost?”
“Its Marion central-air page offers installation and free consultations and estimates.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Marion, Massachusetts.”
“Its central-air service page lists emergency repairs and same-day emergency response options in Marion.”
Passed
“Who is the best heating and air company in Marion, Massachusetts?”
“It offers home heating and cooling services, but its site emphasizes fuel delivery and its central-air service claims more than furnace repair.”
Passed
“I want my furnace serviced before winter in Marion, Massachusetts. Who can I book online?”
“It offers heating-system maintenance but its contact page provides a message form and phone numbers rather than an online appointment calendar.”
Passed
“Which heating company in Marion, Massachusetts has upfront pricing, so I know the cost before they come?”
“It offers free consultations and estimates but does not publish fixed repair prices.”
Who it picked instead
The company the assistant picked most often in Marion.
GEM Plumbing & Heating Services, LLC
Picked first in 6 of 6, picked in 6 of 6 · 4.6 stars on Google from 8958 reviews
“GEM's Marion pages advertise same-day and 24/7 emergency service, online scheduling, and broad heating and cooling coverage.”
What would change it
Where the assistant found the answer on another site and not on this one.
GEM offers online scheduling with preferred date and time selection; Hiller's contact page provides a message form and phone numbers rather than an appointment calendar.
https://askgem.com/schedule-service-call/GEM's Marion furnace page explicitly advertises same-day and 24/7 emergency furnace repairs; Hiller's reviewed pages focus on fuel and fuel-system service and do not clearly describe furnace repair response options.
https://askgem.com/service-area/marion-ma/furnace-repair/GEM publishes dispatch fees and says it provides a complete quote before repair work starts; Hiller offers free estimates but does not list fixed repair or service-call prices.
https://askgem.com/schedule-service-call/
Pages the assistant read
What it opened on this company's own site before answering.
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