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

Who an AI assistant picked for HVAC in Moorpark, CA

In 6 questions, Stuart Rose Heating & Air Conditioning was picked 6 times and first 5 times.

Who came up in Moorpark

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

CompanyPicked firstPicked
Stuart Rose Heating & Air Conditioningstuartroseac.com5 of 66 of 6
Top Shelf Heating & Air, Inc.topshelfcooling.com1 of 66 of 6
Briggs Heatingbriggsheating.com0 of 61 of 6
Fix It Fast Plumbing Heating & Airmoorparkplumber.com0 of 61 of 6

Question 1 of 6

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

Picked

  1. First
    Stuart Rose Heating & Air Conditioning
    “It serves Moorpark, repairs furnaces, and says repairs are typically completed the same day as the scheduled appointment.”
  2. #2
    Top Shelf Heating & Air, Inc.
    “It provides heating repair in Moorpark and advertises 24/7 emergency support.”

Considered and passed

  • Passed
    Briggs Heating
    “Its Moorpark page advertises 24/7 emergency furnace repair, but I prioritized the local company with a same-day repair claim.”
  • Passed
    Fix It Fast Plumbing Heating & Air
    “It offers 24-hour emergency HVAC and furnace services, but its site gives less specific information about heating repair response times.”

Question 2 of 6

“Who is the best heating and air company in Moorpark, California?”

Picked

  1. First
    Stuart Rose Heating & Air Conditioning
    “Its site documents decades of local experience, residential heating services, licensing, and warranties on repair work.”
  2. #2
    Top Shelf Heating & Air, Inc.
    “It serves Moorpark with residential heating repair, installation, maintenance, and around-the-clock emergency service.”

Considered and passed

  • Passed
    Briggs Heating
    “It describes 24/7 Moorpark emergency coverage, but its local page offers fewer verifiable details about company experience and qualifications.”
  • Passed
    Fix It Fast Plumbing Heating & Air
    “It offers residential furnace and HVAC services, but its Moorpark site focuses heavily on plumbing and provides less detail about heating qualifications.”

Question 3 of 6

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

Picked

  1. First
    Stuart Rose Heating & Air Conditioning
    “It installs furnaces and heat pumps and offers free on-site estimates for system installations and upgrades in Moorpark.”
  2. #2
    Top Shelf Heating & Air, Inc.
    “It offers furnace installation in Moorpark and says its team helps customers select a right-sized system.”
  3. #3
    Fix It Fast Plumbing Heating & Air
    “Its Moorpark site lists furnace installation and heat-pump installation among its services.”

Considered and passed

  • Passed
    Briggs Heating
    “Its Moorpark page lists HVAC installations, but gives fewer specific details about furnace and heat-pump options.”

Question 4 of 6

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

Picked

  1. First
    Stuart Rose Heating & Air Conditioning
    “It serves Moorpark and says it can typically finish a repair on the same day as the scheduled appointment.”
  2. #2
    Top Shelf Heating & Air, Inc.
    “It advertises 24/7 emergency HVAC service in Moorpark, including cooling service.”
  3. #3
    Briggs Heating
    “Its Moorpark page says it provides 24-hour emergency AC repair.”

Considered and passed

  • Passed
    Fix It Fast Plumbing Heating & Air
    “It advertises 24-hour emergency HVAC repair, but I prioritized companies with more direct AC repair or emergency service detail on their Moorpark pages.”

Question 5 of 6

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

Picked

  1. First
    Top Shelf Heating & Air, Inc.
    “It offers preventive heating maintenance and a “Schedule My Service” form for Moorpark customers.”
  2. #2
    Stuart Rose Heating & Air Conditioning
    “It offers seasonal furnace tune-ups and its maintenance page has a “Book a Tune-Up” link.”

Considered and passed

  • Passed
    Fix It Fast Plumbing Heating & Air
    “It offers furnace maintenance, but the Moorpark page provides a request-service call to action rather than a clear online booking option.”
  • Passed
    Briggs Heating
    “It offers seasonal tune-ups, but its Moorpark page directs customers to call instead of showing a booking form.”

Question 6 of 6

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

Picked

  1. First
    Stuart Rose Heating & Air Conditioning
    “It says it gives an upfront quote after diagnosis, uses flat-rate pricing for replacement parts, and lists a $95 service call.”
  2. #2
    Top Shelf Heating & Air, Inc.
    “Its site emphasizes transparent options, although the Moorpark page does not list a specific service-call price.”

Considered and passed

  • Passed
    Briggs Heating
    “It advertises no hidden fees but does not publish a specific service-call price on its Moorpark page.”

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