What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“My furnace won't turn on. Who can fix it this week in Searcy?”
“Its local site describes residential heating repair and says it services and repairs furnaces.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Searcy”
“Its site offers AC repair and says it provides fast HVAC repair, while its Google review listing shows it open 24/7.”
Passed
“Who is the best heating and air company in Searcy?”
“It is a family-owned local residential provider, but the Searcy Heat & Air review listing showed a substantially larger Google review count.”
Passed
“I need a new furnace or heat pump installed in Searcy. Who should I get quotes from, and roughly what will it cost?”
“Its site offers furnace installation, but it does not publish installation turnaround or prices on the pages I read.”
Passed
“I want my furnace serviced before winter in Searcy. Who can I book online?”
“It offers maintenance plans, but the pages I read direct customers to call rather than book a specific online slot.”
Who it picked instead
The company the assistant picked most often in Searcy.
Noland Heat and Air
Picked first in 2 of 6, picked in 5 of 6 · 4.9 stars on Google from 343 reviews
“Its Searcy pages explicitly advertise 24/7 emergency service and show furnace repair, installation, maintenance, and tune-up offerings.”
What would change it
Where the assistant found the answer on another site and not on this one.
Noland's homepage and furnace page explicitly state 24/7 emergency service; Mason's pages read describe fast service but do not state 24/7 emergency availability.
https://nolandheatandair.com/furnace-services-searcy-ar/The market brief records 343 Google reviews for Noland and 337 for Mason.
https://nolandheatandair.com/Mason's contact page offers a message form and phone number, but no selectable appointment calendar; the market answer noted the same limitation for Noland's request form, so this was not a differentiator.
https://nolandheatandair.com/contact-us/
Pages the assistant read
What it opened on this company's own site before answering.
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