What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Houston?”
“Veteran-owned and owner-operated since 2002, 4.8 stars on about 380 Google reviews.”
Passed
“My furnace won't turn on. Who can fix it this week in Houston?”
“Veteran-owned and owner-operated with furnace repair, but posted hours are Mon-Fri 7am-7pm and Sat 7am-5pm and the site makes no same-day claim of its own (only in a customer review).”
Passed
“My AC isn't working, can someone come out today? I'm in Houston”
“Owner-run and reviews mention same-day fixes, but the posted hours end at 7pm weekdays and 5pm Saturday.”
Passed
“Which heating company in Houston has upfront pricing, so I know the cost before they come?”
“Advertises web coupons ($25 off repair, free service call with repair) but no statement of upfront pricing.”
Who it picked instead
The company the assistant picked most often in Houston.
Air Tech of Houston AC & Plumbing
Picked first in 4 of 6, picked in 6 of 6 · 4.8 stars on Google from 6554 reviews
“The market test cited its 24-hour locations, waived after-hours HVAC fees, online scheduler, and 2-year parts-and-labor furnace repair warranty.”
What would change it
Where the assistant found the answer on another site and not on this one.
The market test found Richmond's posted hours end at 7 p.m. weekdays and 5 p.m. Saturday, while Air Tech lists 24-hour hours at its locations.
https://www.airtechofhouston.com/The market test found no upfront pricing statement on Richmond's pages, while Air Tech states it provides transparent estimates after diagnosis and inspection.
https://www.airtechofhouston.com/heating/furnace-repair/
Pages the assistant read
What it opened on this company's own site before answering.
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