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

Who an AI assistant picked for HVAC in Matthews, NC

Across 6 questions, MTB Mechanical was picked 5 times and first 4 times; Air 72 was picked 5 times and first once.

Who came up in Matthews

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

CompanyPicked firstPicked
MTB Mechanicalmtbmechanical.com4 of 66 of 6
Air 72air72.com2 of 66 of 6

Question 1 of 6

“My furnace won't turn on. Who can fix it this week in Matthews, North Carolina?”

Picked

  1. First
    MTB Mechanical
    “Its Matthews furnace page says it repairs local furnaces and completes most repairs in the same visit, while its emergency page describes after-hours and weekend support.”
  2. #2
    Air 72
    “It serves Matthews homeowners with furnace repair and accepts online service requests.”

Considered and passed

  • Passed
    Boaz Heating & Air
    “It advertises same-day service and emergency furnace work, but its broad residential and commercial service mix is less specifically focused on Matthews homeowners.”
  • Passed
    Penguin Air & Plumbing
    “It advertises same-day service and 24/7 phone coverage in Matthews, but its homepage fetch was unavailable, so I could not verify details on its own pages.”
  • Passed
    Ray's Heating & Air
    “Its Matthews page claims same-day service, but the site’s company and service information was less independently substantiated in the pages reviewed.”

Question 2 of 6

“Who is the best heating and air company in Matthews, North Carolina?”

Picked

  1. First
    Air 72
    “It is based in Matthews, explicitly focuses on residential service, and publishes its local service offering and customer rating on its site.”
  2. #2
    MTB Mechanical
    “It serves Matthews across furnace repair, installation, and maintenance and describes job-based pricing before work begins.”

Considered and passed

  • Passed
    Boaz Heating & Air
    “It offers Matthews HVAC and related trades, but its broad service mix gives less detail about residential HVAC specialization than Air 72’s about page.”
  • Passed
    Ray's Heating & Air
    “It advertises many local services and guarantees, but the claims reviewed were primarily on location landing pages.”
  • Passed
    Morris-Jenkins
    “It serves Matthews, but its broad plumbing and electrical service mix and Charlotte headquarters make Air 72’s Matthews base a closer local fit.”

Question 3 of 6

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

Picked

  1. First
    Air 72
    “It installs gas furnaces and heat pumps for Matthews homeowners and offers free replacement estimates.”
  2. #2
    MTB Mechanical
    “It installs Matthews furnaces after a home load calculation and provides a job quote before starting work.”

Considered and passed

  • Passed
    Kodiak HVAC
    “It serves Matthews and publishes Charlotte-area system cost guidance, but Air 72 and MTB offer more direct evidence of local installation methods on their own pages.”
  • Passed
    Boaz Heating & Air
    “It offers installations and financing in Matthews, but the reviewed pages did not give a specific installation cost range.”
  • Passed
    Ray's Heating & Air
    “It displays pricing claims on its Matthews page, but the available result did not establish a verifiable range for a furnace or heat-pump installation.”

Question 4 of 6

“My AC isn't working, can someone come out today? I'm in Matthews, North Carolina.”

Picked

  1. First
    MTB Mechanical
    “It serves Matthews and advertises responsive emergency HVAC service with after-hours and weekend appointments.”
  2. #2
    Air 72
    “It serves Matthews homeowners with AC repair and allows customers to request service online.”

Considered and passed

  • Passed
    Penguin Air & Plumbing
    “Its search result advertises same-day service in Matthews and 24/7 phone coverage, but the company homepage could not be opened for direct verification.”
  • Passed
    Boaz Heating & Air
    “It claims same-day service across Matthews, but its wide HVAC, plumbing, electrical, and construction offering is less focused on HVAC than the two picks.”
  • Passed
    Ray's Heating & Air
    “It claims same-day AC service in Matthews, but the same-day and response-time claims appear on a local marketing page and were not corroborated by another source.”

Question 5 of 6

“I want my furnace serviced before winter in Matthews, North Carolina. Who can I book online?”

Picked

  1. First
    MTB Mechanical
    “It offers furnace maintenance in Matthews and provides online scheduling from its site.”
  2. #2
    Air 72
    “It offers seasonal heating maintenance, a stated annual plan, and online service requests.”

Considered and passed

  • Passed
    Boaz Heating & Air
    “It offers maintenance plans in Matthews, but I did not verify an online booking path in the pages reviewed.”
  • Passed
    Ray's Heating & Air
    “It offers tune-ups and service requests, but the reviewed pages did not establish a clear online booking flow.”
  • Passed
    Acosta Heating, Cooling & Electrical
    “It advertises online scheduling for Matthews heating work, but MTB and Air 72 provide more specific furnace maintenance details.”

Question 6 of 6

“Which heating company in Matthews, North Carolina has upfront pricing, so I know the cost before they come?”

Picked

  1. First
    MTB Mechanical
    “Its Matthews furnace and emergency pages explicitly describe job-based quotes before work and upfront pricing.”
  2. #2
    Air 72
    “It says customers receive repair options and pricing before work begins and promotes upfront pricing without surprise charges.”

Considered and passed

  • Passed
    Ray's Heating & Air
    “It advertises upfront pricing and displayed service pricing, but MTB and Air 72’s service pages more clearly explain how estimates are presented before work.”
  • Passed
    Boaz Heating & Air
    “It says it gives written estimates after diagnostics, rather than showing an upfront price before the technician comes.”
  • Passed
    Sid's Heating & Air
    “Its search result claims upfront pricing, but I did not review its own service page in this phase.”

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