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 Alpharetta?”
“It offers heating service and repair in Alpharetta, and its Carrier dealer listing allows online appointment booking.”
Picked #3
“Who is the best heating and air company in Alpharetta?”
“It serves Alpharetta with HVAC repair, maintenance, installation, and NATE-certified technicians.”
Picked #3
“I need a new furnace or heat pump installed in Alpharetta. Who should I get quotes from, and roughly what will it cost?”
“It offers HVAC installations in Alpharetta, including heating systems, and advertises free estimates.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Alpharetta”
“It provides residential AC repair in Alpharetta and offers online appointment scheduling.”
Picked #2
“I want my furnace serviced before winter in Alpharetta. Who can I book online?”
“Its Carrier dealer listing offers online booking for furnace repair and seasonal service.”
Picked #3
“Which heating company in Alpharetta has upfront pricing, so I know the cost before they come?”
“Its site advertises upfront pricing and honest recommendations for HVAC repairs.”
Who it picked instead
The company the assistant picked most often in Alpharetta.
4 Seasons Heating & Air
Picked first in 5 of 6, picked in 6 of 6
“The Alpharetta furnace-repair page says it offers same-day repair and 24/7 emergency service. The AC page says it provides same-day and 24-hour AC repair. The furnace-maintenance page offers online scheduling for seasonal tune-ups. The emergency-heating page says the diagnosis and cost are provided before work begins.”
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