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 Norcross, Georgia?”
“It serves Norcross and says its stocked fleet makes same-day repairs likely.”
Picked #2
“Who is the best heating and air company in Norcross, Georgia?”
“It is a locally owned Norcross company offering residential HVAC service and maintenance plans.”
Picked #2
“I need a new furnace or heat pump installed in Norcross, Georgia. Who should I get quotes from, and roughly what will it cost?”
“It installs residential heating and cooling equipment and serves Norcross.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Norcross, Georgia.”
“It serves Norcross and says its substantial fleet and stocked warehouse make same-day repairs likely.”
Picked #3
“I want my furnace serviced before winter in Norcross, Georgia. Who can I book online?”
“It offers a residential maintenance agreement and an online contact form for service requests.”
Picked #2
“Which heating company in Norcross, Georgia has upfront pricing, so I know the cost before they come?”
“Its site links to flat-rate pricing and publishes the price of its residential maintenance agreement.”
Who it picked instead
The company the assistant picked most often in Norcross.
Ray’s Heating & Air
Picked first in 2 of 6, picked in 5 of 6
“Advertises same-day and after-hours emergency service, with a typical Norcross response of 30–60 minutes. Publishes furnace repair prices of $150–$700 and tune-up prices of $80–$200, and says customers approve the price before work begins. Names Ray Alvarez as owner and says the company is owner-operated.”
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