
TLC Plumbing Heating Cooling Electrical
tlcplumbing.com“Family-owned since 1987 with ~4.7-4.8 stars across thousands of reviews, 24/7 same-day emergency AC repair, and explicit coverage of both swamp coolers and refrigerated air.”
Picked by Agents index · AC and heating repair in Albuquerque, NM
We asked Meta Muse and Instinct this exact question in September 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.
Air Pro Inc.
picked by Instinct, shortlisted by Meta Muse
TLC Plumbing Heating Cooling Electrical
picked by Meta Muse, shortlisted by Instinct
Meta Muse via a research connector · asked 2026-09-25 16:44 UTC

“Family-owned since 1987 with ~4.7-4.8 stars across thousands of reviews, 24/7 same-day emergency AC repair, and explicit coverage of both swamp coolers and refrigerated air.”

“Locally owned since 1984 and one of only three Carrier Factory Authorized Dealers in New Mexico, with 24/7 emergency service and a stream of recent reviews praising same-day AC fixes.”

“Veteran-operated company serving Albuquerque for 30+ years with a 4.90 rating on 482 reviews, free no-pressure estimates, and an A+ BBB rating.”
Europe · Instinct over iMessage · asked 2026-10-14 13:09 UTC

“Its address-matched BBB profile shows A+ accreditation since 2003, zero complaints and 43 years, while its own site claims local ownership since 1984 with 24/7 emergency service (its claims); it has only 2 BBB reviews (a 5-star and a 2-star) and its licence number 407060 is an unverified self-claim.”

“Its address-matched BBB profile shows A+ accreditation since 1997 across 333 customer reviews with 8 complaints in 3 years (none in the last 12 months), while its own site claims family ownership since 1987 and 24/7 service (its claims; NM CID #414079 is an unverified self-claim).”

“Its own site shows CID licence #87824 and a since-1928 claim (both self-claims), but no BBB profile was opened within the cap, so it could not be compared on the same evidence.”

“Its strong ratings appear only on a directory page, and neither a BBB profile nor licence details were found within the cap.”

“Its own site claims 25+ years but shows no visible licence or BBB link, and no BBB profile was opened within the cap.”
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 September 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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