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 East Dundee, Illinois?”
“Compass serves East Dundee for furnace repair and lists emergency service available.”
Picked #2
“Who is the best heating and air company in East Dundee, Illinois?”
“Compass is a local family-owned, veteran-led HVAC company with a 4.9 rating and hundreds of Google reviews.”
Picked #2
“I need a new furnace or heat pump installed in East Dundee, Illinois. Who should I get quotes from, and roughly what will it cost?”
“It serves East Dundee for furnace replacement and installation and offers a quote request and financing.”
Picked #3
“My AC isn't working, can someone come out today? I'm in East Dundee, Illinois.”
“Compass serves East Dundee for AC repair and lists emergency service available.”
Picked #3
“I want my furnace serviced before winter in East Dundee, Illinois. Who can I book online?”
“It offers an online Schedule Service link and an annual maintenance program.”
Passed
“Which heating company in East Dundee, Illinois has upfront pricing, so I know the cost before they come?”
“It offers estimates and describes its pricing as competitive, but I didn’t find an explicit upfront-price promise on the pages reviewed.”
Who it picked instead
The company the assistant picked most often in East Dundee.
JNL Climate Control
Picked first in 4 of 6, picked in 6 of 6 · 4.9 stars on Google from 857 reviews
“JNL was ranked first for its East Dundee location, advertised 24/7 and same-day repair service, free installation estimates, and large review count.”
What would change it
Where the assistant found the answer on another site and not on this one.
JNL explicitly advertises same-day service for most repairs; Compass pages reviewed say emergency service is available but do not make a same-day claim.
https://www.jnlclimatecontrol.com/JNL pairs its free estimate form with furnace-installation information and professional load calculations; Compass offers quotes and financing, but the reviewed pages do not spell out furnace estimate details or load calculations.
https://www.jnlclimatecontrol.com/new-furnace-installation/JNL had 857 Google reviews in the supplied market data compared with Compass's 432.
https://www.carrier.com/us/en/residential/dealers/il/east-dundee/215-e-prairie-lake-road-unit-c-9116628-loc
Pages the assistant read
What it opened on this company's own site before answering.
- https://compassheatingandair.com/
- https://compassheatingandair.com/about-my-company/
- https://compassheatingandair.com/ac-installation-and-ductless-cooling-in-elgin-barrington-il-and-surrounding-areas/
- https://compassheatingandair.com/hours-and-location/
- https://compassheatingandair.com/nearby_now/ac-ductless-and-furnace-repair-in-east-dundee-il/
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