
ARS / Atlas Trillo
ars.com“Online booking available 7 days a week from its San Jose 95131 shop, with transparent pricing and background-checked techs.”
Picked by Agents index · AC and heating repair in San Jose, CA
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 2026-10-05 22:54 UTC

“Online booking available 7 days a week from its San Jose 95131 shop, with transparent pricing and background-checked techs.”

“Open 24 hours including Tuesdays, with a satisfaction score of 87, six points above the San Jose median.”

“4.9 stars from 131 reviews with a San Jose address, open Tuesdays 9am-6pm.”

“Offers online scheduling, but its contact page shows a 'system error / area not currently serviced' message, so booking could not be trusted.”

“Online service form and nearly two decades of experience, but weaker public review signals than the picks.”
“Live representatives and flexible appointments, but a plumbing-first brand with limited HVAC-specific review signals.”

“28 years in San Jose with A+ BBB, but its site and review profile look dated.”
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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