picked by agentsPicked by Agents index · AC and heating repair in Kansas City, MO
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 2026-10-02 02:41 UTC
“Multiple published customer reviews credit Cates with honest, no-pressure diagnoses, including a second-opinion visit where they found nothing to repair after another firm had recommended a $1,000+ repair.”
“Locally owned shop with 60+ years in business, with a published customer review describing a free second opinion that saved them considerable money over a competing estimate.”
“NATE-certified technicians, free replacement estimates, and 24/7 emergency service from a company serving KC since 1959, a strong fallback if the unit truly needs replacing.”
“Holds a BBB A+ rating and emphasizes documented diagnostics, but the top-billing evidence is a company-placed press release.”
“Long-standing (since 1950) with certified techs, but less evidence of repair-over-replace honesty than the picks.”
“Established and licensed on both sides of the metro, but customer evidence for honest repair-first opinions was thinner than for the picks.”
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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