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 Corcoran, Minnesota?”
“It is based in Corcoran and says after-hours and weekend emergency service may be available.”
Picked #3
“Who is the best heating and air company in Corcoran, Minnesota?”
“It is based in Corcoran and offers residential and commercial heating and cooling work.”
Picked #3
“Which heating company in Corcoran, Minnesota has upfront pricing, so I know the cost before they come?”
“A third-party profile reports an hourly pricing structure, though the company’s own website does not publish those rates.”
Passed
“I need a new furnace or heat pump installed in Corcoran, Minnesota. Who should I get quotes from, and roughly what will it cost?”
“It offers residential HVAC installation, but its site does not publish installed price ranges or heat-pump quote details.”
Who it picked instead
The company the assistant picked most often in Corcoran.
Heating & Cooling Two
Picked first in 2 of 6, picked in 6 of 6 · 4.8 stars on Google from 453 reviews
“It pairs locally specific Corcoran service information with NATE-certified technicians and a reported 4.8-star rating across 453 Google reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
Heating & Cooling Two reports NATE-certified technicians; the Gruber’s pages reviewed do not mention NATE certification.
https://heatcool2.com/Heating & Cooling Two’s site reports 4.8 stars across 453 Google reviews; Gruber’s pages reviewed do not display a Google rating or review count.
https://heatcool2.com/Gruber’s offers free quotes and in-home assessments but does not publish installed price ranges or heat-pump quote details; the market answer found no installed prices on the competitor’s site either.
https://heatcool2.com/service-areas/corcoran
Pages the assistant read
What it opened on this company's own site before answering.
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