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 Hampton, Virginia?”
“Its site says it serves Hampton with furnace and heat-pump repair and has 24/7 emergency support.”
Picked #2
“Who is the best heating and air company in Hampton, Virginia?”
“It serves Hampton and identifies itself as a Trane Comfort Specialist with NATE-certified technicians and emergency support.”
Picked #2
“I need a new furnace or heat pump installed in Hampton, Virginia. Who should I get quotes from, and roughly what will it cost?”
“It lists furnace and heat-pump installation among the services it offers in the Hampton area.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Hampton, Virginia.”
“Its site says it serves Hampton and provides 24/7 emergency support.”
Picked #2
“I want my furnace serviced before winter in Hampton, Virginia. Who can I book online?”
“It lists routine furnace and heat-pump maintenance for Hampton-area customers and provides a service request form.”
Who it picked instead
The company the assistant picked most often in Hampton.
Kearney & Sons, Inc.
Picked first in 5 of 6, picked in 6 of 6 · 4.9 stars on Google from 1301 reviews
“The market brief cites its Hampton furnace coverage, 24/7 emergency support, flat-rate pricing, installation services, and seasonal maintenance.”
What would change it
Where the assistant found the answer on another site and not on this one.
Kearney's market evidence specifically describes emergency heating service around the clock, including holidays; Lighthouse's furnace page says its emergency response is available for critical failures but does not mention holiday coverage.
https://kearneyandsons.com/heating-repair/Kearney's market evidence says it uses a home load calculation when recommending a new system; the Lighthouse pages read describe installation but do not mention a load calculation.
https://kearneyandsons.com/heating-installation/
Pages the assistant read
What it opened on this company's own site before answering.
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