
R Wiley Heating & Air
http://homeadvisor.com/tloc/Alpharetta-GA/Central-A-C-Install/“4.7 stars from 1,114 reviews on HomeAdvisor, in business since 1986, with emergency services and a detailed review praising honest, no-pressure service.”
Picked by Agents index · AC and heating repair in Alpharetta 30022, GA
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 21:50 UTC

“4.7 stars from 1,114 reviews on HomeAdvisor, in business since 1986, with emergency services and a detailed review praising honest, no-pressure service.”

“Alpharetta-based since 1978 with 200+ trucks, 24/7 emergency support, and 10,000+ five-star Google reviews.”

“Locally owned since 1992 with 4.9 stars from 2,100+ reviews and same-day AC repair service in Alpharetta.”

“Alpharetta-based since 1992 with 5.0 stars, but only 8 reviews, too thin a base.”
“All five-star reviews on its directory page, but from only 4 reviews.”

“Described positively in a 2026 article, but it appears to be a company-placed press release rather than independent vetting.”
“BBB A+ rated serving Alpharetta, but no specific AC-repair review evidence surfaced.”
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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