
Home Therapist
callhometherapist.com“Explicitly publishes repair-vs-replace criteria (replace at 14+ years or when repair exceeds 30-40% of replacement) and promises honest both-options pricing with no high-pressure replacement push.”
Picked by Agents index · AC and heating repair in Tampa, 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 03:50 UTC

“Explicitly publishes repair-vs-replace criteria (replace at 14+ years or when repair exceeds 30-40% of replacement) and promises honest both-options pricing with no high-pressure replacement push.”

“Tampa HVAC Company of the Year 2026 with NATE-certified techs and free estimates, emphasizing fair pricing over replacement pressure.”

“4.9 from 552 reviews with recognition specifically citing dependable service and clear communication, which suits a judgment call on a 16-year-old unit.”

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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