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 Lilburn, Georgia?”
“It explicitly offers furnace and heat-pump repair for Lilburn and says urgent repairs are available after hours and on weekends.”
Picked #2
“Who is the best heating and air company in Lilburn, Georgia?”
“It describes itself as family-owned and operated, with over 25 years of industry experience and emergency repair service.”
Picked #2
“I need a new furnace or heat pump installed in Lilburn, Georgia. Who should I get quotes from, and roughly what will it cost?”
“It says it designs and installs systems to fit the home and publishes a new-installation warranty, though the site gives inconsistent labor coverage terms.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Lilburn, Georgia.”
“It offers urgent after-hours and weekend repairs, and its site includes customer accounts of same-day AC service.”
Passed
“I want my furnace serviced before winter in Lilburn, Georgia. Who can I book online?”
“It offers seasonal maintenance and tune-ups but routes customers to contact forms or calls rather than a clearly described online appointment calendar.”
Passed
“Which heating company in Lilburn, Georgia has upfront pricing, so I know the cost before they come?”
“Its site describes fair and reasonable prices in general but does not publish an upfront-pricing process.”
Who it picked instead
The company the assistant picked most often in Lilburn.
PV Heating, Cooling & Plumbing
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 2676 reviews
“Lilburn service page states same-day AC repair, online booking, 4.9 Google rating, and 2,000+ five-star reviews. Furnace page states same-day appointments, online booking, upfront pricing before work begins, five-year repair warranty, and emergency repair. Company profile states family-owned since 2008, founded by three Atlanta brothers, and identifies David, Jason, and Joe Peavey as co-founders. Furnace installation page describes free in-home estimates, load calculations, same-day or next-day booking, and a 10-year parts-and-labor warranty.”
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