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 Walnut Creek?”
“Its furnace page offers repair quotes by phone or form but gives no specific response window.”
Passed
“Who is the best heating and air company in Walnut Creek?”
“Its service page provides general furnace-repair information but less specific pricing, scheduling, and service detail than the selected options.”
Passed
“I need a new furnace or heat pump installed in Walnut Creek. Who should I get quotes from, and roughly what will it cost?”
“The pages reviewed describe furnace repair and installation but do not give a clear estimate process or local installation cost range.”
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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