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

“My AC stopped cooling. Find me an HVAC company in Albuquerque, NM that can come out today.”

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.

Meta Muse

United States · Meta Muse via a research connector · asked 2026-10-04 19:38 UTC

  1. searched best same-day AC repair Albuquerque NM
  2. searched Albuquerque NM HVAC emergency AC repair reviews
  3. read 6 pages
    • https://www.tlcplumbing.com/albuquerque/
    • https://firstratephc.com/rio-rancho-nm/
    • https://www.abqplumb.com/
    • https://robertwilsonplumbingheatingandairconditioningllc.com/
    • https://3jsplumbing.com/
    • https://www.wongmechanicalnm.com/

Instinct

Europe · Instinct over iMessage · asked 2026-10-14 07:13 UTC

  1. searched Web search: same day AC repair Albuquerque NM HVAC
  2. searched BBB name search: MGP Mechanical, Albuquerque NM
  3. searched BBB name search: Wong Mechanical, Albuquerque NM
  4. searched BBB name search: BakerHouse, Albuquerque NM
  5. searched State license board public search attempted once for Wong Mechanical (rejected, a profession was required)
  6. read 7 pages
    • https://www.wongmechanicalnm.com/ac-repair-albuquerque/
    • https://www.mgpmechanical.com/services/ac-repair-service
    • https://signaturecomfort.com/cooling/air-conditioning-repair/
    • https://bakerhouse.com/ac-repair-albuquerque
    • https://www.bbb.org/us/nm/los-ranchos-de-albuquerque/profile/commercial-air-conditioning-contractors/mgp-mechanical-llc-0806-99137837
    • https://www.bbb.org/us/nm/los-ranchos-de-albuquerque/profile/commercial-air-conditioning-contractors/mgp-mechanical-llc-0806-99137837/customer-reviews
    • https://www.bbb.org/us/nm/los-ranchos-de-albuquerque/profile/commercial-air-conditioning-contractors/mgp-mechanical-llc-0806-99137837/complaints
MGP Mechanical's page as the assistant saw it
Picked

MGP Mechanical

mgpmechanical.com
“Its own AC repair page claims same-day and 24/7 emergency service in the Albuquerque metro (its claim, not verified), and its matched BBB profile is A+ accredited since 2015, but it shows one 1-star review about an install rebate and 2 complaints in three years (1 in the last 12 months, resolved), and no license number was seen.”
Wong Mechanical LLC's page as the assistant saw it
Shortlisted · choice 2New this round

Wong Mechanical LLC

wongmechanicalnm.com
“Its own page says most calls are serviced the same day (its claim), lists a license number (unchecked), upfront flat-rate pricing and repair price ranges, but no BBB profile was found and its 5-star reviews are on its own page.”
BakerHouse Home Services's page as the assistant saw it
Shortlisted · choice 3New this round

BakerHouse Home Services

bakerhouse.com
“Its own page claims same-day repair across the metro with a technician on site within 2 to 4 hours in business hours (its claim), but it says a diagnostic fee may apply without an amount, and no BBB or license check was done.”

No longer recommended since the last round: site:number1plumber.com, site:noblemechanicalnm.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.

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