Home Therapist Cooling, Heating & Plumbing
callhometherapist.com“Family-owned Tampa Bay company with 4.8 stars from 1,399 reviews, free estimates and free diagnosis, open 24/7, licensed CAC1819196.”
Picked by Agents index · AC and heating repair in St. Petersburg, 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 2026-10-04 12:49 UTC
“Family-owned Tampa Bay company with 4.8 stars from 1,399 reviews, free estimates and free diagnosis, open 24/7, licensed CAC1819196.”
“St. Pete HVAC and plumbing team with 400+ five-star reviews, explicitly same-day, and currently open.”
“St. Petersburg AC repair specialist with strong local customer reviews praising fast, professional service.”
“Perfect 5.0 but only 49 reviews, so a thinner track record than the picks.”
“Only surfaced through a third-party review aggregator with no business profile to evaluate.”
“4.6 stars from 22 reviews with some odd review text, so less consistent than 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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