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HVAC city tests · Kentucky · one AI assistant's answers, October 2026

Who an AI assistant picked for HVAC in Murray, KY

Across six questions, Jim McBee Heating & Air was picked 6 times and ranked first 4 times; Thornton Heating & Air was picked 5 times and ranked first once; Vance Heat & Air LLC was picked 5 times and ranked first once.

Who came up in Murray

Every company the assistant named across the six questions, ordered by how often it was picked first. Tested on 2026-10-01.

CompanyPicked firstPicked
Jim McBee Heating & Airmcbeehvac.com5 of 66 of 6
Thornton Heating & Airthorntonheatingandair.com1 of 65 of 6
Vance Heat & Air LLCvancehvac.com0 of 66 of 6

Question 1 of 6

“My furnace won't turn on. Who can fix it this week in Murray, Kentucky?”

Picked

  1. First
    Jim McBee Heating & Air
    “Its furnace-repair page advertises emergency service and stocked service vehicles for fast repairs.”
  2. #2
    Thornton Heating & Air
    “It serves Murray and advertises 24/7 emergency HVAC repair for furnaces and heat pumps.”
  3. #3
    Vance Heat & Air LLC
    “It lists furnace repair and serves Murray, but its posted hours are weekdays only.”

Considered and passed

  • Passed
    Vance Heat & Air LLC
    “Its weekday hours are listed as 7:00 a.m.–3:30 p.m. and it does not advertise emergency service on the repair page.”

Question 2 of 6

“Who is the best heating and air company in Murray, Kentucky?”

Picked

  1. First
    Jim McBee Heating & Air
    “Its site describes a family-owned Murray HVAC business founded in 2003 with heating, cooling, repair, and installation services.”
  2. #2
    Thornton Heating & Air
    “It serves Murray and says it has served the Western Kentucky community since 1937.”
  3. #3
    Vance Heat & Air LLC
    “It offers residential heating and cooling installation, repair, and preventive maintenance in Murray.”

Considered and passed

  • No one else was considered.

Question 3 of 6

“I need a new furnace or heat pump installed in Murray, Kentucky. Who should I get quotes from, and roughly what will it cost?”

Picked

  1. First
    Jim McBee Heating & Air
    “Its site describes furnace replacement and heating-system installation for homes in its Murray area.”
  2. #2
    Thornton Heating & Air
    “It installs furnaces and heat pumps and says it performs load calculations for new systems.”
  3. #3
    Vance Heat & Air LLC
    “It offers furnace and heat-pump replacement and accepts financing with approved credit.”

Considered and passed

  • No one else was considered.

Question 4 of 6

“My AC isn't working, can someone come out today? I'm in Murray, Kentucky”

Picked

  1. First
    Thornton Heating & Air
    “Its Murray service page says a live technician is available for 24/7 emergency service.”
  2. #2
    Jim McBee Heating & Air
    “It advertises emergency service and says its trucks are stocked for fast repairs.”
  3. #3
    Vance Heat & Air LLC
    “It offers AC repair in Murray, although its listed hours are weekdays only.”

Considered and passed

  • Passed
    Vance Heat & Air LLC
    “Its repair page lists weekday hours and does not confirm same-day appointments.”

Question 5 of 6

“I want my furnace serviced before winter in Murray, Kentucky. Who can I book online?”

Picked

  1. First
    Jim McBee Heating & Air
    “Its site offers an online service request and lists heating maintenance.”
  2. #2
    Vance Heat & Air LLC
    “It describes a furnace tune-up and provides an online request-service form.”
  3. #3
    Thornton Heating & Air
    “It offers preseason maintenance contracts for residential customers.”

Considered and passed

  • Passed
    Thornton Heating & Air
    “Its reviewed page describes maintenance but directs customers to call to schedule.”

Question 6 of 6

“Which heating company in Murray, Kentucky has upfront pricing, so I know the cost before they come?”

Picked

  1. First
    Jim McBee Heating & Air
    “Its furnace-repair page claims clear, honest pricing with no surprises, though it does not show specific prices.”
  2. #2
    Vance Heat & Air LLC
    “Its site includes customer feedback mentioning a fair price, but the reviewed pages have no price list.”

Considered and passed

  • Passed
    Thornton Heating & Air
    “It says questions will be answered before work begins but does not publish specific service prices.”

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