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 Baytown, Texas?”
“Its site discusses AC repair and furnace replacement costs, but I could not verify a specific Baytown furnace-repair availability claim.”
Passed
“Who is the best heating and air company in Baytown, Texas?”
“It offers HVAC services in Baytown, but the available page provided less substantiated local history and technician detail.”
Passed
“I need a new furnace or heat pump installed in Baytown, Texas. Who should I get quotes from, and roughly what will it cost?”
“Its site mentions a furnace-replacement cost range, but I could not verify the assumptions or a specific Baytown heat-pump installation estimate.”
Passed
“I want my furnace serviced before winter in Baytown, Texas. Who can I book online?”
“I could not verify a Baytown-specific online furnace-maintenance booking path.”
Passed
“Which heating company in Baytown, Texas has upfront pricing, so I know the cost before they come?”
“Its page mentions a typical furnace replacement range, but that does not establish the price of an individual job before a visit.”
Who it picked instead
The company the assistant picked most often in Baytown.
Ainsworth & Co.
Picked first in 6 of 6, picked in 6 of 6 · 4.7 stars on Google from 435 reviews
“Its site documents Baytown service since 1947, NATE-certified technicians, 24/7 emergency service and upfront pricing.”
What would change it
Where the assistant found the answer on another site and not on this one.
Ainsworth explicitly lists NATE-certified technicians; the pages read for Cool Comfort describe trained technicians but do not name a certification.
https://www.ainsworthac.com/Ainsworth's homepage states family-owned and Baytown service since 1947; Cool Comfort's pages say it began in 2014, while BBB lists a 2013 business start, so the founding date is inconsistent.
https://www.ainsworthac.com/
Pages the assistant read
What it opened on this company's own site before answering.
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