picked by agentsPicked by Agents index · AC and heating repair in Dallas, TX
We asked Meta Muse, Instinct and Fo 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 01:45 UTC
“Dallas company (9201 Forest Lane) with a dedicated heat pump page since 1996, NATE-certified techs, transparent pricing, flexible financing, free estimates, and 24/7 service.”
“Family-owned since 2004 with a dedicated heat pump installation page, same-day service, upfront pricing, all major brands (Trane, Carrier, Lennox, Mitsubishi), and a customer reporting a 35% energy-bill drop.”
“Dallas HVAC company since 1945 installing heat pumps alongside AC and furnaces, family-owned, licensed and insured, with technicians who discuss the best makes and models for each home.”
“Advertises heat pump expertise and free estimates but is a plumbing-first brand.”
“Reputable but plumbing-first; no dedicated heat pump consult offering surfaced.”
“Only a YouTube promo listing surfaced, not enough verifiable business detail.”
“Benbrook-based and commercial-focused; only press-release evidence of its heat pump work.”
No longer recommended since the last round: rescue air, site:greentechdfw.com
Europe · Instinct over iMessage · asked 2026-10-01 01:16 UTC
“Its DFW heat-pump articles emphasize load calculations, duct design and correct system engineering before equipment selection.”
“Its Dallas heat-pump page describes ducted and ductless inverter options sized using Manual J calculations.”
“Its Plano heat-pump installation page offers a nearby direct contractor for ducted-system assessment.”
“Its generic guide gives less clear Dallas contractor identity than selected firms.”
“Its Lake Dallas focus is less directly suited to Dallas-city coverage.”
No longer recommended since the last round: site:mcclainhvac.com, site:ellisac.com, site:hjac.com
Fo by Wajo · asked 2026-10-01 01:07 UTC
“Has a dedicated heat-pump installation page (Dallas's oldest Carrier dealer, since 1945) serving University Park, Highland Park and Preston Hollow, so you are talking to a shop that does this specific product line daily.”
“Publishes 57 complete heat-pump systems with live prices (Trane, Goodman, Lennox, RunTru), so you can see real heat-pump pricing before any conversation.”
“Dallas's highest-rated option I verified (~5.0 stars across ~1,800 reviews) and installs energy-efficient replacement systems including heat pumps.”
“Explicitly services and repairs heat pumps alongside central systems, but reads as a general repair shop rather than a heat-pump specialist.”
“Full-service Dallas shop that lists heat pump services, but its heat-pump emphasis is thinner than the picks on the pages I could read.”
“A strong DFW heat-pump installer by reviews (~4.9 stars across ~700 reviews), but I did not hold a verified URL for its site this run.”
No longer recommended since the last round: temperaturepro gaston ave forest ln, site:dial1plumbing.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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