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

Who an AI assistant picked for HVAC in Massillon, OH

Crescenze Cooling & Heating was picked 5 times and first 3 times; Aire Serv of Northeast Ohio was picked 5 times and first 3 times. Picks overlap because some answers recommend multiple companies.

Who came up in Massillon

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

CompanyPicked firstPicked
Crescenze Cooling & Heatingcrescenze.com4 of 65 of 6
Aire Serv of Northeast Ohioaireserv.com2 of 66 of 6
Wayne's Air Conditioning & Heatingwaynesacandheating.com0 of 63 of 6
Forquer Heating & Air Conditioningforquerheating.com0 of 61 of 6

Question 1 of 6

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

Picked

  1. First
    Crescenze Cooling & Heating
    “Its heating-repair page serves Massillon, offers seven-day service for all makes and models, and links to an online repair form.”
  2. #2
    Aire Serv of Northeast Ohio
    “Its Massillon service page offers furnace repair, online scheduling, and around-the-clock emergency support.”

Considered and passed

  • Passed
    GMC Heating & Cooling
    “It serves Massillon and offers 24/7 emergency response, but its site gives less detail about specific furnace-repair appointment timing.”

Question 2 of 6

“Who is the best heating and air company in Massillon, Ohio?”

Picked

  1. First
    Crescenze Cooling & Heating
    “The company describes itself as locally owned and family owned, with NATE-certified technicians, Carrier Factory Authorized Dealer status, and seven-day repair service.”
  2. #2
    Aire Serv of Northeast Ohio
    “Its Massillon page advertises same-day completion for most services, upfront pricing, and 24/7 emergency support.”
  3. #3
    Wayne's Air Conditioning & Heating
    “Its site is based in Massillon and advertises 24/7 service, online appointment requests, and straight pricing before work begins.”

Considered and passed

  • Passed
    GMC Heating & Cooling
    “Its site describes a family-owned Stark County business with more than 30 years of service, but publishes fewer Massillon-specific service details than the ranked choices.”
  • Passed
    Bonsky Heating and Cooling
    “Its Massillon page advertises same-day service and online scheduling, but the page also foregrounds expiring specials rather than lasting service credentials.”

Question 3 of 6

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

Picked

  1. First
    Crescenze Cooling & Heating
    “It installs gas and electric furnaces and heat pumps and offers free in-home estimates.”
  2. #2
    Aire Serv of Northeast Ohio
    “Its Massillon service page offers HVAC installation and upfront quotes before work begins.”
  3. #3
    Wayne's Air Conditioning & Heating
    “Its site lists furnace replacement and invites homeowners to book a consultation online.”

Considered and passed

Question 4 of 6

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

Picked

  1. First
    Aire Serv of Northeast Ohio
    “Its Massillon page advertises same-day completion for most services and 24/7 emergency support for AC problems.”
  2. #2
    Crescenze Cooling & Heating
    “It advertises emergency service and seven-day service, and its site includes a customer account describing a same-day appointment.”

Considered and passed

  • Passed
    Bonsky Heating and Cooling
    “Its Massillon page advertises same-day service, but I could not read the page directly through the available page reader.”
  • Passed
    Air-On Mechanical Services
    “Its site describes 24-hour emergency service, but its stated weekday hours and closed weekends make same-day timing less clear.”

Question 5 of 6

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

Picked

  1. First
    Crescenze Cooling & Heating
    “Its site links to online repair and tune-up scheduling and says it serves Massillon with seven-day service.”
  2. #2
    Aire Serv of Northeast Ohio
    “Its Massillon page offers a schedule-service form and lists tune-ups and maintenance.”

Considered and passed

Question 6 of 6

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

Picked

  1. First
    Aire Serv of Northeast Ohio
    “Its Massillon page promises per-task pricing and a full upfront quote before each project or AC repair.”
  2. #2
    Wayne's Air Conditioning & Heating
    “Its site says it provides straight pricing before work begins with no surprise fees.”
  3. #3
    Forquer Heating & Air Conditioning
    “It serves Massillon and advertises upfront written estimates before repairs or installations begin.”

Considered and passed

  • Passed
    Crescenze Cooling & Heating
    “It mentions fair pricing and customer accounts describe receiving parts pricing during repair, but it does not clearly promise upfront pricing before work begins on the pages I read.”

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