What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“Who is the best heating and air company in Erie, Pennsylvania?”
“Its heating page describes same-day furnace service in Erie and its story page documents local roots dating to 1952.”
Passed
“My furnace won't turn on. Who can fix it this week in Erie, Pennsylvania?”
“Its furnace page states same-day service, but I found less specific evidence about emergency scheduling than Nerthling’s.”
Passed
“I need a new furnace or heat pump installed in Erie, Pennsylvania. Who should I get quotes from, and roughly what will it cost?”
“It installs furnaces and heat pumps, but I prioritized providers whose pages explicitly mention free estimates or financing.”
Passed
“My AC isn't working, can someone come out today? I'm in Erie, Pennsylvania.”
“Its site emphasizes same-day furnace service, but I did not find equally specific same-day AC availability.”
Who it picked instead
The company the assistant picked most often in Erie.
Nerthling’s Heating & Air Conditioning
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1691 reviews
“Its market profile cited Erie emergency service, online scheduling, upfront pricing, and same-day and after-hours furnace repair.”
What would change it
Where the assistant found the answer on another site and not on this one.
Nerthling’s describes emergency service day or night and 24/7 online scheduling; the pages reviewed for J.J. Agnello show online booking but do not state 24/7 emergency dispatch.
https://nerthlings.com/Nerthling’s explicitly claims upfront pricing; the J.J. Agnello pages reviewed did not state an upfront service pricing policy.
https://nerthlings.com/heating/repair/J.J. Agnello’s heating page claims same-day furnace service, but the pages reviewed did not make a similarly explicit same-day AC repair claim.
https://nerthlings.com/air-conditioning/repair/
Pages the assistant read
What it opened on this company's own site before answering.
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