What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“My furnace won't turn on. Who can fix it this week in Oxford, Mississippi?”
“It serves Oxford, offers furnace and heat pump repair, and lists after-hours emergency service.”
Picked #3
“Who is the best heating and air company in Oxford, Mississippi?”
“It describes itself as locally owned and operated and provides residential heating, cooling, repair, and maintenance in Oxford.”
Picked #3
“I need a new furnace or heat pump installed in Oxford, Mississippi. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace replacement and heat pump services to Oxford-area homeowners.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Oxford, Mississippi.”
“It lists emergency AC repair and after-hours emergency service for its Oxford area.”
Picked #3
“I want my furnace serviced before winter in Oxford, Mississippi. Who can I book online?”
“It offers HVAC maintenance and a book-services link on its website.”
Passed
“Which heating company in Oxford, Mississippi has upfront pricing, so I know the cost before they come?”
“It offers free quotes, but I did not find a published upfront-pricing policy.”
Who it picked instead
The company the assistant picked most often in Oxford.
Brunner Air & Heat Services
Picked first in 5 of 6, picked in 6 of 6 · 4.7 stars on Google from 103 reviews
“It advertises residential coverage, same-day service, 24-hour emergency availability, financing, and upfront pricing.”
What would change it
Where the assistant found the answer on another site and not on this one.
The phase 1 research found a clear same-day service claim for Brunner, but did not find one for Clean Air Solutions.
https://www.brunnerhvac.com/The phase 1 research found Brunner's explicit upfront-pricing promise, while it found only free quotes for Clean Air Solutions.
https://www.brunnerhvac.com/why-us
Pages the assistant read
What it opened on this company's own site before answering.
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