What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Walnut Creek?”
“It serves Walnut Creek and says its technicians average 20 to 40 years of hands-on experience, with parts and labor repair warranties.”
Picked #3
“I need a new furnace or heat pump installed in Walnut Creek. Who should I get quotes from, and roughly what will it cost?”
“It installs furnaces and heat pumps and offers a free on-site estimate, although it does not show an installation price range on the page reviewed.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Walnut Creek”
“It serves Walnut Creek and says it makes every effort to accommodate same-day requests.”
Passed
“I want my furnace serviced before winter in Walnut Creek. Who can I book online?”
“It offers tune-ups and maintenance, but the page reviewed directs customers to call to schedule rather than showing online booking.”
Passed
“Which heating company in Walnut Creek has upfront pricing, so I know the cost before they come?”
“It offers estimates but the page reviewed does not state a diagnostic fee or publish repair prices.”
Who it picked instead
The company the assistant picked most often in Walnut Creek.
OTTER HVAC
Picked first in 5 of 6, picked in 6 of 6 · 5 stars on Google from 128 reviews
“Family-owned and based in Walnut Creek, with furnace and heat-pump repair, a $69 diagnostic, and seven-day service hours. Heating page specifically addresses no-heat and ignition issues and says diagnosis begins at a flat $69. Free in-home installation estimates include a load calculation. Online contact page offers same-day scheduling. The company reports 5.0 stars and approximately 146 Google reviews on its reviews page; a directory lists 128 Google reviews, so review counts conflict.”
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