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 Lorton, Virginia?”
“Its site describes furnace repair and installation but asks customers to call or submit a form and doesn’t specify same-day or 24-hour service.”
Passed
“Who is the best heating and air company in Lorton, Virginia?”
“It covers core heating and cooling services locally, but the pages I reviewed provide less detail on emergency availability and online scheduling.”
Passed
“I need a new furnace or heat pump installed in Lorton, Virginia. Who should I get quotes from, and roughly what will it cost?”
“Its site says it installs furnaces and heat pumps but does not publish a price range.”
Passed
“I want my furnace serviced before winter in Lorton, Virginia. Who can I book online?”
“Its site mentions furnace maintenance but directs customers to call or use a contact form rather than showing an online booking option.”
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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