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 Lockport, Illinois?”
“Its site advertises 24-hour emergency service and residential heating repair in Lockport.”
Picked #2
“Who is the best heating and air company in Lockport, Illinois?”
“Its site describes residential heating and cooling work in Lockport and 24-hour emergency service.”
Picked #2
“I need a new furnace or heat pump installed in Lockport, Illinois. Who should I get quotes from, and roughly what will it cost?”
“It serves Lockport and offers furnace replacement with factory-trained and certified technicians.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Lockport, Illinois.”
“Its site offers 24-hour emergency service and residential AC repair in Lockport.”
Picked #2
“I want my furnace serviced before winter in Lockport, Illinois. Who can I book online?”
“Its site offers a Schedule a Service option and furnace maintenance service.”
Passed
“Which heating company in Lockport, Illinois has upfront pricing, so I know the cost before they come?”
“It describes reasonable prices and financing but does not publish upfront repair prices on the pages reviewed.”
Who it picked instead
The company the assistant picked most often in Lockport.
Magtek Mechanical Heating & Cooling
Picked first in 5 of 6, picked in 6 of 6 · 4.9 stars on Google from 580 reviews
“The market answers cited Magtek's Lockport-specific service information, 24/7 emergency service, NATE-certified technicians, reviews, and online scheduling.”
What would change it
Where the assistant found the answer on another site and not on this one.
The market answer cited Magtek's NATE-certified technicians; Winters' pages say technicians are factory-trained and certified but do not identify a specific certification.
https://www.magtekmechanical.com/service-areas/lockport-il/furnace-repair-in-lockport-il/Magtek's site displays 580 Google reviews and a 4.9-star average, versus 62 reviews for Winters in the supplied market data.
https://www.magtekmechanical.com/The market answer verified Magtek's online form with date and time fields; Winters' pages show a scheduling section but do not make selectable appointment times clear in the page text.
https://www.magtekmechanical.com/contact/
Pages the assistant read
What it opened on this company's own site before answering.
- https://www.wintersheatinginc.com/
- https://www.wintersheatinginc.com/about/
- https://www.wintersheatinginc.com/contact-us/
- https://www.wintersheatinginc.com/services/heating-furnace-maintenance/
- https://www.wintersheatinginc.com/services/heating-furnace-repair/
- https://www.wintersheatinginc.com/services/heating-furnace-replacement/
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