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 Youngtown?”
“It lists Young Town in its service area and handles furnaces, but directs customers to call and makes no same-day claim on the page I read.”
Passed
“Who is the best heating and air company in Youngtown?”
“It offers family-operated heating and AC service and lists Young Town, but the site gives less Youngtown-specific detail and directs customers to call.”
Passed
“I need a new furnace or heat pump installed in Youngtown. Who should I get quotes from, and roughly what will it cost?”
“It installs heat pumps and gas furnaces and serves Young Town, but I found no published installation pricing.”
Passed
“I want my furnace serviced before winter in Youngtown. Who can I book online?”
“It schedules maintenance checkups but asks customers to call rather than book online.”
Passed
“Which heating company in Youngtown has upfront pricing, so I know the cost before they come?”
“It offers free estimates but the page I read does not state upfront pricing.”
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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