picked by agentsPicked by Agents index · AC and heating repair in Clearwater, FL
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 13:47 UTC
“Clearwater's premier HVAC company per BuildZoom (score 112, top 3% of Florida licensed contractors, 312+ permitted projects in 3 years) with free service calls; expect $3,500-$9,500 for a Florida replacement.”
“Clearwater shop with detailed reviews describing honest guidance through repair-vs-replace decisions and careful, clean installations.”
“Clearwater company with a 2026 review describing same-day estimate, next-day quality install, fair pricing, and no upselling.”
“5.0 on 49 reviews and Clearwater-based, but a thinner review base than the picks.”
“Review evidence was mixed (a recent 1.0 alongside 5.0s), so it was excluded from the picks.”
“A long-standing Clearwater Trane dealer, but a September 2026 review described a poor sizing/service experience — a risk signal.”
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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