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

How AI assistants rate JD Marx Heating & Air Conditioning in Liverpool, NY

Picked in 5 of 6 questions and ranked first 0 times.

Pickedjdmarx.com

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 Liverpool, New York?”

    “It serves Liverpool with 24-hour furnace repair and provides a direct emergency phone number.”
  • Picked #2

    “Who is the best heating and air company in Liverpool, New York?”

    “It serves Liverpool and advertises licensed expertise and around-the-clock emergency furnace repair.”
  • Picked #3

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

    “It offers furnace installation and free estimates for replacement systems in the Liverpool area.”
  • Picked #3

    “My AC isn't working, can someone come out today? I'm in Liverpool, New York.”

    “It offers AC repair and says its emergency service operates around the clock.”
  • Picked #2

    “Which heating company in Liverpool, New York has upfront pricing, so I know the cost before they come?”

    “It says it provides upfront pricing before repair work begins.”
  • Passed

    “I want my furnace serviced before winter in Liverpool, New York. Who can I book online?”

    “It offers heating maintenance and a request form, but its site does not describe an online booking flow with timing options.”

Who it picked instead

The company the assistant picked most often in Liverpool.

Heat Wiser

Picked first in 5 of 6, picked in 6 of 6

“Advertises 24/7/365 emergency heating and cooling service. States that it offers upfront pricing and a $39 service call. Lists furnace repair, installation, and seasonal tune-ups, with an online service request form. About page says established in 2006 and family-owned.”

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