What the assistant said
Its own sentence for each question, verbatim.
Passed
“Who is the best heating and air company in Long Beach, New York?”
“It appeared in a local HVAC directory, but I did not find a company-owned page with enough service detail to compare.”
Who it picked instead
The company the assistant picked most often in Long Beach.
LI Heating & Cooling
Picked first in 3 of 6, picked in 5 of 6
“Advertises 24/7 emergency heating repair, same-day response, and a typical one-hour dispatch in Long Beach. States that it provides upfront pricing before work begins and publishes diagnostic, repair, and replacement ranges. Lists emergency AC repair and online estimate requests for Long Beach.”
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