The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 195 cities and 22 trades.
picked by agents

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

Who an AI assistant picked for HVAC in New Rochelle, NY

G.C. Reliable Service was picked 5 times and ranked first 3 times; Ray's Heating & Air was picked for the upfront-pricing question.

Who came up in New Rochelle

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

CompanyPicked firstPicked
G.C. Reliable Servicegcreliable.com4 of 66 of 6
Air Docs, Inc.airdocsinc.com1 of 63 of 6
Ray's Heating & Airraysheatingandairco.com1 of 61 of 6
Comfort Experts Heating & Coolingcomfortexpertsny.com0 of 65 of 6

Question 1 of 6

“My furnace won't turn on. Who can fix it this week in New Rochelle, New York?”

Picked

  1. First
    G.C. Reliable Service
    “Its local furnace-repair page explicitly offers 24-hour repairs in New Rochelle, including nights and weekends.”
  2. #2
    Comfort Experts Heating & Cooling
    “Its furnace-repair page advertises same-day service and 24/7 emergency repairs for New Rochelle homeowners.”

Considered and passed

  • Passed
    Ray's Heating & Air
    “It claims 24/7 emergency and same-day service but the site provides fewer independently checkable signals than the two local providers selected.”
  • Passed
    Air Docs, Inc.
    “It serves New Rochelle and offers emergency service, but its posted hours are mostly weekdays and the page does not promise same-day repair.”

Question 2 of 6

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

Picked

  1. First
    G.C. Reliable Service
    “It has a New Rochelle address, broad heating and cooling services, emergency availability, and a long stated local operating history.”
  2. #2
    Air Docs, Inc.
    “Its site describes a locally owned HVAC business serving New Rochelle and displays a 4.9 Google rating.”
  3. #3
    Comfort Experts Heating & Cooling
    “Its site lists furnace, boiler, heat-pump, and AC work and provides a New Rochelle address and local service pages.”

Considered and passed

  • Passed
    Ray's Heating & Air
    “It offers detailed New Rochelle heating claims, but the site’s emphatic promises are self-reported and not independently corroborated in the sources reviewed.”
  • Passed
    Res-Com Heating & Air Conditioning
    “It has a New Rochelle service-area page, but the sources reviewed did not provide as much directly verifiable local service detail as the selected companies.”

Question 3 of 6

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

Picked

  1. First
    G.C. Reliable Service
    “It serves New Rochelle and says it installs heating systems, with premium system options and financing information on its site.”
  2. #2
    Comfort Experts Heating & Cooling
    “Its installation page describes furnace sizing, system selection, permitting, and installation for New Rochelle homeowners.”
  3. #3
    Air Docs, Inc.
    “It serves New Rochelle and offers residential heating and cooling installation with financing options.”

Considered and passed

  • Passed
    Ray's Heating & Air
    “It describes furnace installation and sizing, but I found no price range and its local operating claims were not independently verified.”

Question 4 of 6

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

Picked

  1. First
    G.C. Reliable Service
    “Its New Rochelle AC-repair page explicitly offers 24/7 emergency AC repair across the city and county.”
  2. #2
    Comfort Experts Heating & Cooling
    “Its emergency-service page advertises 24/7 HVAC response for New Rochelle and Westchester County.”

Considered and passed

  • Passed
    Air Docs, Inc.
    “It provides emergency HVAC service, but its website lists routine weekday hours and does not specifically promise same-day AC attendance.”
  • Passed
    Ray's Heating & Air
    “It claims same-day and 24/7 emergency service, but the claim was not independently corroborated in the sources reviewed.”

Question 5 of 6

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

Picked

  1. First
    Air Docs, Inc.
    “Its site lists a furnace tune-up and a Schedule Online option.”
  2. #2
    Comfort Experts Heating & Cooling
    “It offers furnace maintenance in New Rochelle and lets customers submit a service request online.”
  3. #3
    G.C. Reliable Service
    “It offers annual HVAC maintenance and has a Schedule Service link on its website.”

Considered and passed

  • Passed
    Ray's Heating & Air
    “Its local heating page directs customers to call rather than offering an online booking path in the page reviewed.”

Question 6 of 6

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

Picked

  1. First
    Ray's Heating & Air
    “Its New Rochelle heating page explicitly says customers approve the price before work begins.”
  2. #2
    G.C. Reliable Service
    “Its New Rochelle service page says it provides transparent pricing and no hidden or unnecessary fees.”

Considered and passed

  • Passed
    Comfort Experts Heating & Cooling
    “It says installation quotes include costs, but its site does not publish fixed service prices.”
  • Passed
    Air Docs, Inc.
    “Its site offers financing and a tune-up promotion but does not provide a general upfront repair-price commitment.”

Want to know why they pass on you?

We run the questions your customers ask against your business every month and show you what the assistants saw.

Get your free report