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 Kamloops?”
“Its furnace page explicitly offers 24/7 emergency repair for breakdowns and urgent heating issues.”
Picked #2
“Who is the best heating and air company in Kamloops?”
“It lists residential furnace, heat pump, and air conditioning work and advertises 24/7 emergency furnace repair.”
Picked #2
“I need a new furnace or heat pump installed in Kamloops. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace installation and replacement and has a dedicated heat pump installation service page.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Kamloops”
“It offers air conditioning repair and advertises 24/7 service.”
Passed
“I want my furnace serviced before winter in Kamloops. Who can I book online?”
“It offers annual furnace servicing, but its heating page directs customers to call and I did not find an online booking calendar.”
Passed
“Which heating company in Kamloops has upfront pricing, so I know the cost before they come?”
“Its pages mention quality and price but I did not find a concrete upfront pricing process or published service prices.”
Who it picked instead
The company the assistant picked most often in Kamloops.
Rapid Cool Mechanical
Picked first in 5 of 6, picked in 6 of 6 · 4.8 stars on Google from 948 reviews
“The market assistant cited its advertised 24/7 emergency heating service, online HVAC service booking, and free replacement estimates.”
What would change it
Where the assistant found the answer on another site and not on this one.
Rapid Cool displays an online HVAC service booking path; Hadwin's contact page also links to an online booking portal, so no booking gap was established.
https://rapidcool.ca/The market review found Rapid Cool's free replacement estimates, while Hadwin's reviewed pages did not make the same specific claim.
https://rapidcool.ca/
Pages the assistant read
What it opened on this company's own site before answering.
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