What the assistant said
Its own sentence for each question, verbatim.
Passed
“I need a new furnace or heat pump installed in Chester County, Pennsylvania. Who should I get quotes from, and roughly what will it cost?”
“It has a Chester County cost guide with heat-pump ranges, but its listed service area also extends well beyond the county.”
Who it picked instead
The company the assistant picked most often in Chester County.
Mattioni Plumbing, Heating & Cooling
Picked first in 5 of 6, picked in 6 of 6
“Advertises same-day service across Chester County and says technicians arrive in stocked trucks. Says it uses a flat-rate pricing book so customers know the job price upfront. Offers free HVAC replacement estimates and publishes 2026 West Chester furnace installation ranges of $5,500 to $14,000. Company history traces to 1948 and says the business is now run by the third generation of the family.”
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