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 Mentor, Ohio?”
“It lists furnace repair and says it is open 24 hours a day, every day of the year.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Mentor, Ohio.”
“It lists AC repair and says it is open 24 hours a day, every day of the year.”
Passed
“Who is the best heating and air company in Mentor, Ohio?”
“It has 24/7 service and an extensive HVAC offering, but Anderson and Newair provided stronger local history and ownership detail in the reviewed material.”
Passed
“I need a new furnace or heat pump installed in Mentor, Ohio. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace installation, but the reviewed pages provided less detail about estimating and heat pump installations.”
Passed
“I want my furnace serviced before winter in Mentor, Ohio. Who can I book online?”
“It offers furnace maintenance but the reviewed site presents a contact form rather than a clear online booking calendar.”
Who it picked instead
The company the assistant picked most often in Mentor.
Newair Heating & Cooling
Picked first in 3 of 6, picked in 6 of 6 · 4.8 stars on Google from 62 reviews
“Newair's site says it offers same-day furnace service in Mentor and gives homeowners phone and online contact options.”
What would change it
Where the assistant found the answer on another site and not on this one.
Newair explicitly advertises same-day furnace repair and same-day appointments in Mentor; the 72 Degrees pages reviewed promise 24/7 emergency appointments but not same-day service.
https://newairtechnologies.com/heating/furnace-repair/
Pages the assistant read
What it opened on this company's own site before answering.
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