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HVAC city tests · Tennessee · one AI assistant's answers, September 2026

Who an AI assistant picked for HVAC in Maryville, TN

In 6 questions, Roger L. Newman Co. was picked 6 times and first 4 times.

Who came up in Maryville

Every company the assistant named across the six questions, ordered by how often it was picked first. Tested on 2026-09-30.

CompanyPicked firstPicked
Roger L. Newman Co.rogerlnewman.com5 of 66 of 6
Aire Care Mechanical Heating & Coolingairecareknoxville.com1 of 61 of 6
American Mechanical Servicestnhvac.com0 of 65 of 6
A & L Heating & Airtherightaccompany.com0 of 64 of 6

Question 1 of 6

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

Picked

  1. First
    Roger L. Newman Co.
    “Its site lists 24/7 emergency service, same-day service, and repair prices posted in advance.”
  2. #2
    American Mechanical Services
    “Its site offers furnace repair and emergency HVAC service, and customer reviews report prompt responses.”
  3. #3
    A & L Heating & Air
    “Its site lists furnace repair and says the family-owned company serves Maryville.”

Considered and passed

  • Passed
    Aire Care Mechanical Heating & Cooling
    “It serves Maryville and offers emergency service, but the service page does not specify 24/7 availability or same-day dispatch.”
  • Passed
    EZ Heating & Cooling
    “It repairs furnaces and serves Maryville, but I found less specific information about emergency availability and upfront repair prices.”

Question 2 of 6

“Who is the best heating and air company in Maryville, Tennessee?”

Picked

  1. First
    Roger L. Newman Co.
    “It combines a Maryville base, service since 1984, upfront pricing, and stated 24/7 emergency service.”
  2. #2
    American Mechanical Services
    “It is based in Maryville and offers residential HVAC repair, installation, and emergency service.”
  3. #3
    A & L Heating & Air
    “Its site identifies it as a Maryville-serving family-owned HVAC and plumbing company.”

Considered and passed

  • Passed
    Aire Care Mechanical Heating & Cooling
    “It serves Maryville and offers emergency service, but its site emphasizes Knoxville and does not publish repair pricing.”
  • Passed
    EZ Heating & Cooling
    “It serves Maryville and repairs heating systems, but its site provides fewer locally specific trust and pricing details.”

Question 3 of 6

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

Picked

  1. First
    Roger L. Newman Co.
    “It installs gas furnaces and heat pumps and says replacement customers can compare multiple options.”
  2. #2
    American Mechanical Services
    “Its site offers furnace replacement and heat pump installation for local homeowners.”
  3. #3
    A & L Heating & Air
    “It offers furnace and heat pump installation in Maryville and surrounding areas.”

Considered and passed

  • Passed
    EZ Heating & Cooling
    “It offers heater and heat pump replacement, but I found no published installation price or detailed quote process.”
  • Passed
    Aire Care Mechanical Heating & Cooling
    “It installs HVAC equipment for Maryville customers, but its site does not publish installation costs.”

Question 4 of 6

“My AC isn't working, can someone come out today? I'm in Maryville, Tennessee.”

Picked

  1. First
    Roger L. Newman Co.
    “Its service page explicitly advertises same-day service and 24/7 emergency availability.”
  2. #2
    American Mechanical Services
    “It advertises emergency HVAC repairs and customer reviews report fast responses.”
  3. #3
    A & L Heating & Air
    “It serves Maryville with HVAC service and repair, though its site does not state same-day availability.”

Considered and passed

Question 5 of 6

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

Picked

  1. First
    Aire Care Mechanical Heating & Cooling
    “Its Maryville service page includes a Schedule Online option and it offers heating maintenance.”
  2. #2
    Roger L. Newman Co.
    “It offers HVAC maintenance and an online quote or contact request, though direct appointment booking was not confirmed.”
  3. #3
    American Mechanical Services
    “It offers furnace maintenance, but I could only confirm phone or contact options rather than online booking.”

Considered and passed

  • Passed
    A & L Heating & Air
    “It offers heating maintenance, but the pages I reviewed directed customers to call or request service rather than book an appointment online.”

Question 6 of 6

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

Picked

  1. First
    Roger L. Newman Co.
    “It publishes repair rates and describes its pricing as upfront with no hidden fees.”

Considered and passed

  • Passed
    American Mechanical Services
    “Its site mentions personalized solutions and competitive rates, but I found no posted repair price schedule.”
  • Passed
    A & L Heating & Air
    “Its site describes HVAC service but does not publish specific repair rates on the pages reviewed.”
  • Passed
    Aire Care Mechanical Heating & Cooling
    “It claims upfront pricing but does not provide a public repair rate schedule on the pages reviewed.”

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