Picked by Agents index · AC and heating repair in Houston, TX
We asked Meta Muse 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.
Meta Muse on a US consumer account, via a research connector · asked 2026-09-25 16:00 UTC
Picked
“With 4.7 stars across more than 10,800 reviews, a Texas HVAC license (TACLA103460E), an on-time service guarantee and stated upfront pricing, it is the safest large-shop choice for getting a comparable installation quote.”
Shortlisted #2
“A HomeAdvisor Super Service Award winner rated 4.8 out of 5, in business since 2011 with free estimates, emergency services and a 100% response rate, making it a strong independent shop for a second quote.”
Shortlisted #3
“An engineer-founded Houston shop offering performance-based contracting with transparent pricing, named a 2019 National Comfort Institute Contractor of the Year, ideal for a technically rigorous third quote.”
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.
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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