What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“My furnace won't turn on. Who can fix it this week in Lorton, Virginia?”
“It offers 24-hour furnace repair and lists Lorton among its service areas.”
Picked #3
“Who is the best heating and air company in Lorton, Virginia?”
“It serves Lorton with residential heating and cooling and says it has operated in Northern Virginia since 1998.”
Picked #2
“I need a new furnace or heat pump installed in Lorton, Virginia. Who should I get quotes from, and roughly what will it cost?”
“It installs and replaces heating systems, serves Lorton, and offers free estimates on replacement equipment.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Lorton, Virginia.”
“It serves Lorton and advertises 24-hour emergency AC repair.”
Picked #2
“I want my furnace serviced before winter in Lorton, Virginia. Who can I book online?”
“It offers online scheduling and describes annual heating check-ups and tune-ups.”
Passed
“Which heating company in Lorton, Virginia has upfront pricing, so I know the cost before they come?”
“It offers free replacement estimates, but I didn’t find a clear upfront repair-pricing claim on the pages reviewed.”
Who it picked instead
The company the assistant picked most often in Lorton.
HVAC & Plumbing Unlimited
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1060 reviews
“Its Lorton service page advertises 24/7 heating and AC repair, upfront pricing on installations and maintenance, seasonal tune-ups, and online scheduling. Its heating page describes 24/7 emergency repairs, installations and replacements, seasonal maintenance, clear estimates, and financing. A third-party business profile reports a 4.9-star rating from 1,060 Google reviews.”
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