What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“My furnace won't turn on. Who can fix it this week in Cedar Rapids, Iowa?”
“Its service page says technicians handle residential heating and service equipment 24 hours a day, every day.”
Picked #3
“Who is the best heating and air company in Cedar Rapids, Iowa?”
“It serves the Cedar Rapids area across residential HVAC, plumbing, and related services, with 24/7 service advertised.”
Picked #3
“I need a new furnace or heat pump installed in Cedar Rapids, Iowa. Who should I get quotes from, and roughly what will it cost?”
“Its residential services include HVAC installation and service in the Cedar Rapids area.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Cedar Rapids, Iowa.”
“Its service page says it provides 24/7 service for HVAC equipment in its area.”
Who it picked instead
The company the assistant picked most often in Cedar Rapids.
Novak Heating and Cooling
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1608 reviews
“The market answers cited Novak's local service pages, 24/7 emergency repair, repair pricing before work, and online appointment requests.”
What would change it
Where the assistant found the answer on another site and not on this one.
Novak states it gives customers a firm repair cost breakdown before work begins; the Colony pages read did not state a comparable upfront repair pricing policy.
https://www.novakheating.com/about-us/Novak's service request offers a preferred appointment date; Colony's service request is a form and the pages read did not show date selection.
https://www.novakheating.com/Novak identifies itself as the only Carrier Factory Authorized Dealer in the area; Colony's pages read identify it as an Elite Trane dealer instead.
https://www.novakheating.com/about-us/
Pages the assistant read
What it opened on this company's own site before answering.
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