What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“My AC isn't working, can someone come out today? I'm in Oakland, California.”
“It advertises same-day AC repair and 24/7 emergency service for Oakland.”
Passed
“I need a new furnace or heat pump installed in Oakland, California. Who should I get quotes from, and roughly what will it cost?”
“It offers Oakland furnace and heat pump installation with financing, but I found no public installed-price range.”
Passed
“Which heating company in Oakland, California has upfront pricing, so I know the cost before they come?”
“It advertises upfront estimates, but I found no public repair-price examples.”
Who it picked instead
The company the assistant picked most often in Oakland.
Bay Area Climate Control
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 850 reviews
“Its Oakland pages gave specific same-day service, 24/7 response, online scheduling, and repair price examples.”
What would change it
Where the assistant found the answer on another site and not on this one.
Bay Area Climate Control's Oakland furnace page publishes repair price ranges; Galaxy's repair page states upfront pricing but does not publish repair ranges.
https://bayareaclimatecontrol.com/furnace-repair-oakland/Galaxy's site says it owns Bay Area Climate Control, the brand picked first across all market answers.
https://bayareaclimatecontrol.com/about/
Pages the assistant read
What it opened on this company's own site before answering.
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