picked by agentsPicked by Agents index · AC and heating repair in St. Louis, MO
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 06:45 UTC
“Founded 2011 with over 40 years of experience, led by a master technician and mechanical engineer, specializing in energy-efficient HVAC replacement and repair around the clock.”
“Established 1993 with 24-hour emergency service, existing-home equipment upgrades, duct leakage testing, and honors most brands' parts warranties.”
“4.7 rating from 31 Yelp reviews serving St. Louis, praised as easy, efficient and professional to work with.”
“Established 1973 with free estimates, but only 7 reviews surfaced, less evidence than the picks.”
“4.3 from 29 reviews with crew experience replacing multiple units, but a lower rating than the picks.”
“A Johnson Controls building-controls partner, focused on commercial building automation rather than residential AC installation.”
“A Goodman equipment distribution branch, not a residential installation contractor.”
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.
We run the questions your customers ask against your business every month and show you what the assistants saw.
Get your free report