What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Ontario, California?”
“Based in Ontario, it offers online booking, furnace and AC service, financing, and maintenance.”
Picked #2
“I want my furnace serviced before winter in Ontario, California. Who can I book online?”
“It offers online booking and lists heating maintenance among its services.”
Passed
“I need a new furnace or heat pump installed in Ontario, California. Who should I get quotes from, and roughly what will it cost?”
“It offers heating installation and financing, but its reviewed pages did not provide a local installation price.”
Passed
“My AC isn't working, can someone come out today? I'm in Ontario, California.”
“It offers online booking and AC repair, but the pages reviewed did not state a same-day service commitment.”
Passed
“Which heating company in Ontario, California has upfront pricing, so I know the cost before they come?”
“It offers a free second opinion and financing, but the reviewed pages did not state a clear upfront-pricing process.”
Who it picked instead
The company the assistant picked most often in Ontario.
Northstar Plumbing, Heating & Air Conditioning
Picked first in 5 of 6, picked in 6 of 6 · 4.7 stars on Google from 338 reviews
“Its site lists Ontario service, same-day or next-day appointments, emergency repairs, written estimates, and a wide range of heating and cooling services.”
What would change it
Where the assistant found the answer on another site and not on this one.
Northstar explicitly claims same-day and next-day appointments for heating service; Macawsome's reviewed heating pages do not state a comparable timing commitment.
https://www.northstarcares.com/heatingNorthstar says it provides a clear written estimate before work and no hidden fees; the Macawsome pages reviewed do not explain when customers receive a written estimate or how pricing is presented.
https://www.northstarcares.com/heating
Pages the assistant read
What it opened on this company's own site before answering.
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