picked by agentsPicked by Agents index · AC and heating repair in Carrollton, TX
We asked Meta Muse 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 2026-10-04 01:43 UTC
“Family-owned since 1985 with two locations in Carrollton and Argyle, offering free estimates and emergency service for heat pump installs.”
“Has a dedicated Carrollton heat pump install and repair page with certified technicians, free quotes, and customer testimonials about heat pump work.”
“Carrollton-based with 4.9/5 reviews and an engineering-driven approach, including documented Daikin heat pump conversions in DFW.”
“Listed on HomeAdvisor with 4.8 across 262 reviews, but I did not open their own heat pump page to verify specifics.”
“Carrollton-based but rated only 3.42/5 on Porch across 1,260 reviews.”
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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