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 · Massachusetts · one AI assistant's answers, September 2026

Who an AI assistant picked for HVAC in Leominster, MA

Beaudoin Heating & Air Conditioning was picked in 4 of 6 answers and ranked first in 3; Gervais Mechanical led the same-day AC question and Domination Home Services led the online booking question.

Who came up in Leominster

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

CompanyPicked firstPicked
Beaudoin Heating & Air Conditioningbeaudoinhvac.com4 of 65 of 6
Domination Home Servicesdominationplumbing.com1 of 61 of 6
Gervais Mechanicalgervaismechanical.com1 of 61 of 6
DDM Heating & Air Conditioning, Inc.ddmheating.com0 of 62 of 6
Pierce Home Servicespierceplumbingandheating.com0 of 62 of 6
Spadafore Oil & Energyspadaforeoil.com0 of 62 of 6
Jay Moody HVACjaymoodyhvac.com0 of 61 of 6

Question 1 of 6

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

Picked

  1. First
    Beaudoin Heating & Air Conditioning
    “Its heating page lists furnace repair and emergency furnace repair, and gives a Leominster phone number.”
  2. #2
    DDM Heating & Air Conditioning, Inc.
    “It serves Leominster and advertises 24-hour operation every day.”

Considered and passed

  • Passed
    Domination Home Services
    “It offers Leominster furnace maintenance and online service requests, but its maintenance page was less directly focused on emergency repair.”
  • Passed
    McNulty & Bedard Plumbing and Heating
    “Its homepage advertises heating repair and quick service but does not state emergency hours or a repair appointment window.”

Question 2 of 6

“Who is the best heating and air company in Leominster?”

Picked

  1. First
    Beaudoin Heating & Air Conditioning
    “Its own pages establish a Leominster base, family-run operation, broad residential heating and cooling services, and quoted job pricing.”
  2. #2
    DDM Heating & Air Conditioning, Inc.
    “It is based in Leominster, serves residential customers, and lists round-the-clock hours.”
  3. #3
    Spadafore Oil & Energy
    “It serves Leominster and advertises heating repairs, tune-ups, and 24/7 emergency heating service.”

Considered and passed

  • Passed
    McNulty & Bedard Plumbing and Heating
    “The site confirms heating repair and installation, but provides less detail about specific heating services and availability.”
  • Passed
    Gervais Mechanical
    “Its Leominster page advertises same-day service and 24/7 emergency services, but its listed headquarters is in Auburn rather than Leominster.”

Question 3 of 6

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

Picked

  1. First
    Beaudoin Heating & Air Conditioning
    “It specializes in gas and oil boiler and furnace replacements, installs heat pumps, and offers free estimates.”
  2. #2
    Pierce Home Services
    “It says it installs gas and oil furnaces, boilers, and heat pumps and provides written estimates before work begins.”
  3. #3
    Jay Moody HVAC
    “It is based in Leominster and describes heat-pump design and installation services for local homeowners.”

Considered and passed

Question 4 of 6

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

Picked

  1. First
    Gervais Mechanical
    “Its Leominster page explicitly advertises same-day service, 24/7 emergency services, and AC repair.”
  2. #2
    Beaudoin Heating & Air Conditioning
    “It serves Leominster and lists air-conditioning repairs and emergency air-conditioning repair.”

Considered and passed

  • Passed
    DDM Heating & Air Conditioning, Inc.
    “It offers AC repairs and advertises 24-hour hours, but does not specifically promise a same-day visit.”
  • Passed
    Spadafore Oil & Energy
    “It offers cooling service, but directs customers with emergencies to call rather than making a same-day commitment.”

Question 5 of 6

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

Picked

  1. First
    Domination Home Services
    “Its Leominster furnace-maintenance page has a direct online service request link.”
  2. #2
    Spadafore Oil & Energy
    “Its service form accepts heating equipment tune-up requests for Leominster, with a stated 24-hour processing period.”

Considered and passed

Question 6 of 6

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

Picked

  1. First
    Beaudoin Heating & Air Conditioning
    “Its heating page explicitly says customers receive price quotes instead of open-ended estimates.”
  2. #2
    Pierce Home Services
    “Its residential heating page says it provides clear, detailed estimates before work begins.”

Considered and passed

  • Passed
    Domination Home Services
    “It advertises upfront pricing for furnace installation but does not state that its repair or service-call prices are quoted before the visit.”
  • Passed
    McNulty & Bedard Plumbing and Heating
    “It offers free estimates but does not describe upfront service or repair pricing.”

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