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 Harrisburg, Pennsylvania?”
“It offers furnace repair and emergency service, but I found no specific same-day or 24/7 commitment on its Harrisburg furnace page.”
Passed
“Who is the best heating and air company in Harrisburg, Pennsylvania?”
“Its Harrisburg furnace page describes repair and emergency service, but provides less breadth of residential heating service and less review evidence than the top pick.”
Passed
“My AC isn't working, can someone come out today? I'm in Harrisburg, Pennsylvania.”
“It has a Harrisburg service area and a booking link, but I found no specific same-day or 24/7 AC promise in the reviewed sources.”
Who it picked instead
The company the assistant picked most often in Harrisburg.
HL Bowman
Picked first in 3 of 6, picked in 5 of 6 · 4.8 stars on Google from 10303 reviews
“The market answers cited its 24/7 emergency service, same-day service, online service requests, local history, and reported review volume.”
What would change it
Where the assistant found the answer on another site and not on this one.
The market answer said Blue Valley’s Harrisburg furnace page did not specify same-day or 24/7 service, while HL Bowman states 24/7 emergency service and same-day service on its local pages.
https://hlbowman.com/locations/harrisburg-pa/The market answer described less breadth of residential heating service and less review evidence than HL Bowman; the market file reports Blue Valley at 73 Google reviews versus HL Bowman at 10,303.
https://hlbowman.com/locations/harrisburg-pa/
Pages the assistant read
What it opened on this company's own site before answering.
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