What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Northfield, Ohio?”
“It is based in Northfield, serves nearby communities, and its third-party profile lists 4.9 stars from 107 reviews.”
Picked #3
“I need a new furnace or heat pump installed in Northfield, Ohio. Who should I get quotes from, and roughly what will it cost?”
“It is based in Northfield and says it handles new heating and cooling system installation.”
Passed
“My furnace won't turn on. Who can fix it this week in Northfield, Ohio?”
“It is based in Northfield and advertises emergency service, but its site does not state same-week availability.”
Passed
“My AC isn't working, can someone come out today? I'm in Northfield, Ohio.”
“It advertises 24-hour emergency service, but the site does not specifically claim same-day AC appointments.”
Passed
“I want my furnace serviced before winter in Northfield, Ohio. Who can I book online?”
“It offers furnace tune-ups, but its site presents a quote request rather than a clear online booking flow.”
Passed
“Which heating company in Northfield, Ohio has upfront pricing, so I know the cost before they come?”
“Its site describes affordable rates and a free service call with repair but does not give a repair price schedule.”
Who it picked instead
The company the assistant picked most often in Northfield.
Jackson Comfort Services
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 7526 reviews
“Its site claims same-day service and one-hour appointment windows, offers online scheduling, and shows 4.9 stars from 7,526 reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
Jackson explicitly claims same-day service and one-hour appointment windows; Richardsons' site says prompt service and 24/7 availability but does not give a same-day or arrival-window commitment.
https://www.jacksoncomfort.com/Jackson's homepage provides a Schedule Now option; Richardsons' pages reviewed direct customers to request a quote or contact the company rather than showing a clear online booking flow.
https://www.jacksoncomfort.com/Jackson displays 7,526 reviews and a 4.9 rating on its site, compared with 98 reviews and a 4.9 rating in the supplied market data.
https://www.jacksoncomfort.com/
Pages the assistant read
What it opened on this company's own site before answering.
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