picked by agentsPicked by Agents index · AC and heating repair in Allen, 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 2026-10-01 05:47 UTC
“Excellent 4.9 from 102 reviews with 21 hires on Thumbtack, serving Allen; a detailed reviewer describes the owner personally calling back after hours and the tech following up after install.”
“Family-owned Allen/Plano/Collin County shop with 20+ years, 24-hour emergency service, licensed technicians, and upfront pricing.”
“TexAgs reviewers in the Plano/Allen/McKinney area recommend them for thorough full-system work including code-issue awareness and extended warranty options.”
“Family-owned since 1963 serving North Central Texas, but thin review evidence and 23 miles from Allen.”
“Family-owned in nearby Wylie with 24/7 emergency service, but less review detail than the picks.”
“McKinney-based shop close to Allen, but thinner review evidence than the picks.”
“Family-owned since 1981 with a 5.0 rating from 12 reviews, but only 12 reviews.”
“Appliance-focused with HVAC as a secondary service.”
No longer recommended since the last round: site:gojaric.com, site:colonyac.com, site:acprostx.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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