
Abacus Plumbing, Air & Electric
foorblog.com“Rated 4.9/5, operates one of Houston's largest technician fleets with fully stocked vehicles and integrated plumbing and electrical service.”
Picked by Agents index · AC and heating repair in Houston, TX
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.
United States · Meta Muse via a research connector · asked 2026-10-01 06:41 UTC

“Rated 4.9/5, operates one of Houston's largest technician fleets with fully stocked vehicles and integrated plumbing and electrical service.”

“Rated 4.8/5 for residential repairs with a reputation for honest, upfront pricing.”

“Rated 4.7/5, offers an on-time guarantee and maintenance plans for reliable scheduled service.”

“Rated 4.7/5 with a residential and new-construction focus, but less evidence of emergency repair capability than the picks.”

“Rated 4.8/5 with a membership program, but thinner independent review evidence than the picks.”

“Strong recent customer reviews (141 on one directory) but smaller operation without a large service fleet.”
“Family-owned with 4.8/5 on Yelp but based in Cypress, outside central Houston.”
“Promoted in a sponsored Medium article rather than independent reviews, so not a credible pick.”
Europe · Instinct over iMessage · asked 2026-10-04 16:25 UTC

“States license TACLA122806E and operation since 2014, 24/7 emergency service, (713) 832-5545; a condenser+coil promo ($5,400 vs $7,200, scope: 5-ton condenser and upflow coil) is a vendor promo, not a quote. License not checked with TDLR.”

“Says serving Greater Houston since 2009 with 24/7 emergency service, (832) 648-4585. License not read.”

“Same-day AC repair and 24/7 emergency, says licensed contractor, (713) 598-2737. License number not read.”

“Licensed and insured since 2014 claimed, (281) 694-0354; page leads with furnace, boiler and water heater work, so AC focus is unclear.”

“Page has mixed reviews, including complaints about price increases and a quote update (unverified).”

No longer recommended since the last round: site:zedsair.com, site:airtechofhouston.com
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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