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 Duluth, Minnesota?”
“It serves Duluth, repairs furnaces, and offers emergency service for no-heat situations during heating season.”
Picked #3
“Who is the best heating and air company in Duluth, Minnesota?”
“It says it is family run since 1982 and offers furnace, air-conditioning, heat-pump, and mini-split service in Duluth.”
Picked #3
“I need a new furnace or heat pump installed in Duluth, Minnesota. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace installation in Duluth and says it helps homeowners choose a system for their home and budget.”
Picked #2
“I want my furnace serviced before winter in Duluth, Minnesota. Who can I book online?”
“It offers seasonal furnace maintenance and links to an online appointment request.”
Passed
“My AC isn't working, can someone come out today? I'm in Duluth, Minnesota.”
“It repairs air conditioners, but its listed hours are weekdays with emergency service limited to certain equipment during weekends.”
Passed
“Which heating company in Duluth, Minnesota has upfront pricing, so I know the cost before they come?”
“It offers written recommendations and financing, but its pages I read do not state upfront price ranges or diagnostic fees.”
Who it picked instead
The company the assistant picked most often in Duluth.
Twin Ports Heating & Cooling
Picked first in 6 of 6, picked in 6 of 6
“It publishes detailed local service information, price ranges, a diagnostic fee, and 24/7 response claims.”
What would change it
Where the assistant found the answer on another site and not on this one.
Twin Ports publishes local furnace installation prices and common repair ranges; Krause's pages read do not show comparable dollar ranges or a diagnostic fee.
https://twinportsheatingandcooling.com/pricing/Twin Ports says it answers calls 24/7 and that same-day service is typical locally; Krause describes emergency furnace service in heating season but does not make a same-day claim on the pages read.
https://twinportsheatingandcooling.com/service-areas/duluth-mn/furnace-repair/
Pages the assistant read
What it opened on this company's own site before answering.
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