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 Elyria, Ohio?”
“It repairs furnaces locally and states it offers 24/7 emergency service.”
Picked #2
“Who is the best heating and air company in Elyria, Ohio?”
“It describes itself as a locally owned company serving the Elyria area since 1955 and handles a broad range of residential heating and cooling work.”
Picked #2
“I need a new furnace or heat pump installed in Elyria, Ohio. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace and heat-pump installation and says it sizes the system to the building’s needs.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Elyria, Ohio”
“It provides local air-conditioning service and advertises 24/7 emergency service.”
Picked #2
“I want my furnace serviced before winter in Elyria, Ohio. Who can I book online?”
“It offers furnace tune-ups and lets customers request service through a website form.”
Passed
“Which heating company in Elyria, Ohio has upfront pricing, so I know the cost before they come?”
“Its pages describe services and financing but do not publish a repair range or clearly state its estimate policy.”
Who it picked instead
The company the assistant picked most often in Elyria.
Luxury Heating Company
Picked first in 4 of 6, picked in 6 of 6 · 4.9 stars on Google from 1628 reviews
“It combines a long local history, family ownership, Carrier authorization, NATE-certified technicians, and a substantial review count.”
What would change it
Where the assistant found the answer on another site and not on this one.
Luxury’s profile identifies it as a Carrier Factory Authorized Dealer and says its technicians are NATE-certified; the pages read on E.H. Roberts’ site do not mention those credentials.
https://www.carrier.com/us/en/residential/dealers/oh/elyria/5327-ford-rd-26403-locThe market file lists 1,628 Google reviews for Luxury and 440 for E.H. Roberts.
https://www.carrier.com/us/en/residential/dealers/oh/elyria/5327-ford-rd-26403-locE.H. Roberts says customers can call or fill out a website form to schedule; Luxury’s Carrier profile links to online appointment booking.
https://www.carrier.com/us/en/residential/dealers/oh/elyria/5327-ford-rd-26403-loc
Pages the assistant read
What it opened on this company's own site before answering.
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