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 Chester County, Pennsylvania?”
“It advertises same-day emergency response, but the residential service page gives less detail about furnace repair scheduling than the top choices.”
Passed
“My AC isn't working, can someone come out today? I'm in Chester County, Pennsylvania.”
“It advertises same-day emergency response, but I found less detail about AC-specific emergency availability.”
Passed
“I want my furnace serviced before winter in Chester County, Pennsylvania. Who can I book online?”
“It offers estimates and residential HVAC service, but the pages reviewed did not clearly describe an online furnace-maintenance booking flow.”
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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