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 Utica, New York?”
“It lists Utica furnace repairs and 24/7 emergency HVAC repairs.”
Picked #3
“Who is the best heating and air company in Utica, New York?”
“It lists residential heating and cooling service in Utica with repair and replacement options.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Utica, New York.”
“It lists AC repairs in Utica and 24/7 emergency HVAC repairs.”
Picked #3
“Which heating company in Utica, New York has upfront pricing, so I know the cost before they come?”
“Its Utica HVAC page says it provides honest pricing, though no specific prices are shown.”
Passed
“I need a new furnace or heat pump installed in Utica, New York. Who should I get quotes from, and roughly what will it cost?”
“It offers heating and cooling replacement in Utica, but its page provides less detail about specific equipment and heat-pump installation.”
Passed
“I want my furnace serviced before winter in Utica, New York. Who can I book online?”
“Its page says to contact the company to schedule service but does not show a dedicated online booking option.”
Who it picked instead
The company the assistant picked most often in Utica.
Country Suburban Heating & Air Conditioning, Inc.
Picked first in 4 of 6, picked in 6 of 6
“Its site explicitly covers Utica furnace repair and advertises emergency and same-day service, broad installation and maintenance, and transparent pricing.”
What would change it
Where the assistant found the answer on another site and not on this one.
The market assessment found less detail about specific equipment and heat-pump installation on BMR's HVAC page than the competitors it picked for installation quotes.
https://www.countrysuburbanhvac.com/furnace-installation-replacement-utica-ny/BMR directs customers to contact the company to schedule, while the market assessment found a tune-up request option at City Suburban and a web estimate form at Urtz.
https://www.citysuburban.com/
Pages the assistant read
What it opened on this company's own site before answering.
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