What the assistant said
Its own sentence for each question, verbatim.
Passed
“My furnace won't turn on. Who can fix it this week in Duluth, Minnesota?”
“It offers furnace repair, but its service page emphasizes appointment requests and does not state emergency availability or response time.”
Passed
“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 and free estimates, but the pages I read do not provide a rough installation cost.”
Passed
“My AC isn't working, can someone come out today? I'm in Duluth, Minnesota.”
“It offers AC repair and installation, but I found no same-day or 24/7 cooling response claim.”
Passed
“I want my furnace serviced before winter in Duluth, Minnesota. Who can I book online?”
“Its site has appointment and quote links, but it doesn’t describe an online furnace maintenance booking flow.”
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 specific service prices and availability claims, including 24/7 emergency calls and typical same-day local service.”
What would change it
Where the assistant found the answer on another site and not on this one.
Twin Ports publishes typical Duluth response claims and says it answers no-heat calls around the clock; Carlson's pages do not state a specific arrival window or clearly summarize emergency HVAC hours.
https://twinportsheatingandcooling.com/service-areas/duluth-mn/furnace-repair/Twin Ports publishes local repair and installation prices; Carlson's pages offer free estimates but no comparable HVAC price ranges.
https://twinportsheatingandcooling.com/pricing/Twin Ports describes its 24/7 service and typical local same-day availability; Carlson's reviewed AC content does not state same-day or 24/7 cooling response.
https://twinportsheatingandcooling.com/services/
Pages the assistant read
What it opened on this company's own site before answering.
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