What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Kennesaw?”
“It serves Kennesaw and identifies itself as a family-owned company founded in 1972.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Kennesaw”
“It serves Kennesaw and advertises same-day service and 24/7 emergency support.”
Picked #3
“I want my furnace serviced before winter in Kennesaw. Who can I book online?”
“It serves Kennesaw and links to online service booking.”
Picked #2
“Which heating company in Kennesaw has upfront pricing, so I know the cost before they come?”
“It describes its pricing as upfront and flat-rate, with no upsells.”
Passed
“I need a new furnace or heat pump installed in Kennesaw. Who should I get quotes from, and roughly what will it cost?”
“It serves Kennesaw and offers heating replacement, but the selected companies showed clearer Kennesaw-specific installation details.”
Who it picked instead
The company the assistant picked most often in Kennesaw.
Top Tech Mechanical Services, Inc.
Picked first in 4 of 6, picked in 6 of 6 · 4.9 stars on Google from 468 reviews
“Advertises same-day repairs and online booking for Kennesaw. Lists heating installation in Kennesaw for furnaces and heat pumps. Shows an $89.99 diagnostic fee, waived when the customer accepts a repair, and an average repair starting price of $145.”
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