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 Marlborough, Massachusetts?”
“It has a page specifically advertising furnace repair for Marlborough, but I found no response-time commitment there.”
Picked #3
“I need a new furnace or heat pump installed in Marlborough, Massachusetts. Who should I get quotes from, and roughly what will it cost?”
“It advertises furnace services for Marlborough, making it a local option to ask about replacement quotes.”
Passed
“Who is the best heating and air company in Marlborough, Massachusetts?”
“Its Marlborough page is relevant to furnace repair, but the pages reviewed offered less evidence about broader heating and cooling coverage in the city.”
Passed
“My AC isn't working, can someone come out today? I'm in Marlborough, Massachusetts”
“The Marlborough page I reviewed is specifically about furnace repair rather than AC service.”
Passed
“I want my furnace serviced before winter in Marlborough, Massachusetts. Who can I book online?”
“The page reviewed focuses on furnace repair and did not show an online booking calendar.”
Passed
“Which heating company in Marlborough, Massachusetts has upfront pricing, so I know the cost before they come?”
“The furnace-repair page reviewed did not state an upfront-pricing policy.”
Who it picked instead
The company the assistant picked most often in Marlborough.
Asset Heating & Cooling
Picked first in 6 of 6, picked in 6 of 6 · 4.8 stars on Google from 17 reviews
“Advertises 24/7 emergency HVAC service and often same-day dispatch. Says it gives upfront written estimates before work begins. Offers furnace, boiler, and heat pump repair, installation, and seasonal maintenance.”
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