Picked
Carter & Sons HVAC
carterandsonshvac.com“Recent customer reviews specifically praise them as an honest second-opinion option, saying the tech was trustworthy, transparent on pricing, and showed rather than just told the diagnosis.”
- Picked
- Shortlisted
- Passed
Meta Muse
United States · Meta Muse via a research connector · asked 2026-10-02 00:37 UTC
Shortlisted · 2nd choice
Reliable Heating & Air
https://www.yelp.com/biz/reliable-heating-and-air-plumbing-and-electrical-kennesaw?start=10“45 years in Atlanta, 601 Yelp reviews, free estimates and a verified license, so they can evaluate repair-versus-replace without a sales-first incentive.”
Passed
Casteel Heating, Cooling, Plumbing & Electrical
complaintsboard.com“Multiple reviewers report aggressive upselling to full replacement for repairable faults, the opposite of an honest repair-or-replace opinion.”
Passed
HVAC Guyz and Plumbing
hvacguyzatl.com“Only 26 reviews on a 5.0 listing and thin track record, too little evidence of impartial second-opinion practice.”
Passed
McCall Enterprises
mccallent.com“Georgia-licensed electrical contractor, not an HVAC specialist for AC repair-or-replace advice.”
How we ran this
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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