What the assistant said
Its own sentence for each question, verbatim.
Passed
“Who is the best heating and air company in Patterson, California?”
“It lists Patterson residential repair, replacement, and tune-up work, but its page has less locally specific emergency and reputation detail than the top choices.”
Passed
“I need a new furnace or heat pump installed in Patterson, California. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace replacement and financing, but its Patterson page does not show installed prices or explain its estimate process in comparable detail.”
Passed
“I want my furnace serviced before winter in Patterson, California. Who can I book online?”
“Its site has a schedule-service link, but I did not find a direct booking calendar or published appointment prices.”
Passed
“Which heating company in Patterson, California has upfront pricing, so I know the cost before they come?”
“Its site mentions fair pricing but does not publish a diagnostic price or a specific upfront-price policy on the page reviewed.”
Who it picked instead
The company the assistant picked most often in Patterson.
Wally Falke’s Heating & Air Conditioning
Picked first in 4 of 6, picked in 6 of 6 · 4.9 stars on Google from 1400 reviews
“No-heat and no-cool emergencies are prioritized, someone answers 24/7, and most calls get same-day service. Its Patterson page cites 4.9 stars and more than 1,400 Google reviews. Free in-home estimates are offered for new systems. The company says it stands behind work with a written parts, labor, and workmanship guarantee.”
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