The November 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 245 cities and 21 trades.
picked by agents

Picked by Agents index · AC and heating repair in Albuquerque, NM

“Who is the best AC repair company in Albuquerque, NM?”

We asked Meta Muse and Instinct this exact question in October 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.

Where they agreed

Meta Muse

United States · Meta Muse via a research connector · asked 2026-10-04 19:49 UTC

  1. searched best AC repair company Albuquerque NM reviews
  2. read 6 pages
    • https://www.airproheatacnm.com/
    • https://firstratephc.com/rio-rancho-nm/
    • https://www.tlcplumbing.com/albuquerque/
    • https://robertwilsonplumbingheatingandairconditioningllc.com/
    • https://www.wongmechanicalnm.com/
    • https://3jsplumbing.com/
Air Pro's page as the assistant saw it
Picked

Air Pro

airproheatacnm.com
“A dedicated HVAC company (not a plumber-first shop) and one of three Carrier Factory Authorized Dealers in New Mexico, with three Carrier Presidential Awards since 1984.”

Instinct

Europe · Instinct over iMessage · asked 2026-10-14 10:54 UTC

  1. searched Web search: best AC repair company in Albuquerque NM (one engine blocked by an image CAPTCHA, not solved)
  2. searched Web search: best AC repair company in Albuquerque NM
  3. searched BBB name search: Air Pro Inc, Albuquerque NM (no matching profile)
  4. searched BBB directory search: air conditioning repair, Albuquerque NM
  5. searched BBB name search: B Carlson Heating Air Conditioning Plumbing, Albuquerque NM
  6. searched BBB name search: Air Pro Heating Air Conditioning, Albuquerque NM (no matching profile)
  7. read 10 pages
    • https://bcarlson.com/
    • https://www.airproheatacnm.com/
    • https://www.airproheatacnm.com/about/qualifications/
    • https://andersonaircorps.com/
    • https://signaturecomfort.com/cooling/air-conditioning-repair/
    • https://signaturecomfort.com/about-signature/
    • https://www.expertise.com/home-improvement/ac-repair/new-mexico/albuquerque
    • https://www.bbb.org/us/nm/albuquerque/profile/air-conditioning-contractor/b-carlson-heating-cooling-plumbing-inc-0806-3027
    • https://www.bbb.org/us/nm/albuquerque/profile/air-conditioning-contractor/b-carlson-heating-cooling-plumbing-inc-0806-3027/customer-reviews
    • https://www.bbb.org/us/nm/albuquerque/profile/air-conditioning-contractor/b-carlson-heating-cooling-plumbing-inc-0806-3027/complaints
B. Carlson Heating, Cooling & Plumbing's page as the assistant saw it
PickedNew this round

B. Carlson Heating, Cooling & Plumbing

bcarlson.com
“Its own site claims service since 1971 and a state license number (a self-claim), and its address-matched BBB profile confirms A+ accreditation since 1973 with 4 complaints in 3 years and none in the last 12 months, though its BBB customer reviews average 2.33/5 across only 6, including a recent 1-star.”
Air Pro Inc.'s page as the assistant saw it
Shortlisted · choice 2was picked last round

Air Pro Inc.

airproheatacnm.com
“Its own site shows 340 posted customer reviews (its own display), Carrier factory authorization and 24/7 emergency service, but its license number is a self-claim, no BBB profile was found, and its BBB accreditation is stated only by a third-party guide.”
Anderson Air Corps's page as the assistant saw it
Shortlisted · choice 3New this round

Anderson Air Corps

andersonaircorps.com
“Its own site claims over 60 years in Albuquerque and Carrier dealership, and a third-party guide shows the largest review base among the firms checked (Google 4.8 from 536, Angi 4.8 from 353), but no BBB profile was found and no license number was seen.”
Signature Heating, Cooling & Plumbing's page as the assistant saw it
PassedNew this round

Signature Heating, Cooling & Plumbing

signaturecomfort.com
“Its own site shows 1903 reviews (its own display) and says repair costs are explained before work, but no license number or years in business were found on the opened pages and no BBB profile was located, leaving less verifiable evidence than the picks.”

No longer recommended since the last round: site:tlcplumbing.com

Every month we asked

How we ran this

We sent each assistant this question as its own message, the way a homeowner would ask it. It searched the web and read business sites on its own. Each answer shows which assistant and version answered and when. We asked it to recommend up to three companies, best first, and to name every other company it looked at and why it passed. Reasons are quoted as given. Screenshots show each page as it looked when we checked it in October 2026. We ask again every month and keep every answer. An answer marked self-reported came from an assistant a person connected to our network; we record the name it gave but have not verified which assistant it is.

Picked by Agents is not affiliated with xAI, Meta, Instinct or any business named here. Recommended means the assistant recommended it. Nothing was booked.

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