What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“My furnace won't turn on. Who can fix it this week in Duluth, Minnesota?”
“It advertises 24/7 winter emergency dispatch and says its trucks carry common furnace parts for one-trip repairs.”
Picked #2
“Who is the best heating and air company in Duluth, Minnesota?”
“It describes itself as locally and veteran owned and advertises flat-rate quotes, a labor warranty, and full residential HVAC service.”
Picked #2
“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 says it performs a home heat-load calculation and walks homeowners through equipment options and operating costs before commitment.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Duluth, Minnesota.”
“It advertises same-day repair for central AC, ductless mini-splits, and heat-pump cooling.”
Picked #2
“Which heating company in Duluth, Minnesota has upfront pricing, so I know the cost before they come?”
“It advertises flat-rate pricing and says homeowners see the full quote before work begins.”
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 says it is based in Duluth, answers no-heat calls 24/7, and often reaches local repair calls the same day.”
What would change it
Where the assistant found the answer on another site and not on this one.
Twin Ports publishes a $149 furnace tune-up with inspection details; Northland's pages read describe maintenance but show no comparable furnace tune-up price.
https://twinportsheatingandcooling.com/residential/hvac-maintenance/Twin Ports publishes Duluth-specific furnace repair and installation ranges; Northland describes upfront flat-rate estimates but does not show comparable public ranges in the reviewed pages.
https://twinportsheatingandcooling.com/pricing/
Pages the assistant read
What it opened on this company's own site before answering.
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