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 Youngtown?”
“It serves Youngtown, lists furnace repair, and advertises same-day service with an online scheduling link.”
Picked #2
“Who is the best heating and air company in Youngtown?”
“It serves Youngtown with heating and AC services, same-day availability, and online scheduling.”
Picked #3
“I need a new furnace or heat pump installed in Youngtown. Who should I get quotes from, and roughly what will it cost?”
“It serves Youngtown and lists heating and furnace installation, with a scheduling link for inquiries.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Youngtown”
“Its Youngtown page advertises same-day service and provides an online scheduling link.”
Picked #2
“I want my furnace serviced before winter in Youngtown. Who can I book online?”
“Its Youngtown page provides an online scheduling link and lists furnace and heating services.”
Passed
“Which heating company in Youngtown has upfront pricing, so I know the cost before they come?”
“It describes fair prices and transparent service but does not show a specific upfront price or rate on the pages I read.”
Who it picked instead
The company the assistant picked most often in Youngtown.
Lee’s Air Plumbing & Heating
Picked first in 5 of 6, picked in 6 of 6
“Youngtown page states same-day service is available and offers an online booking form with urgency selection. Furnace installation page advertises honest upfront pricing and 24-hour emergency service. Company describes itself as family-owned and says its technicians are full-time employees focused on solving problems rather than sales.”
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