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 describes certified furnace repair and stocked trucks, but I found no stated 24/7 or same-day response on the pages I read.”
Passed
“Who is the best heating and air company in Duluth, Minnesota?”
“It is locally owned and covers heating and cooling, but the pages I read provide less specific scheduling and cost information.”
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 replacement options and efficiency information, but I found no installed price range on its heating page.”
Passed
“I want my furnace serviced before winter in Duluth, Minnesota. Who can I book online?”
“It offers annual furnace maintenance, but I didn’t find an online booking option on the pages I read.”
Passed
“Which heating company in Duluth, Minnesota has upfront pricing, so I know the cost before they come?”
“It says it can work within a budget, but I found no published rates or upfront pricing policy on the heating page.”
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
“Answers no-heat calls 24/7 and says Duluth calls commonly receive same-day attention. Publishes local furnace installation costs of $4,500–$9,500 and says it provides a firm price in writing before work starts. Publishes a $149 furnace tune-up price and describes what the inspection includes. Posts typical HVAC repair and installation ranges and an $89 diagnostic fee.”
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