picked by agentsPicked by Agents index · AC and heating repair in Yorba Linda 92886, CA
We asked Grok this exact question in September 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 18:00 UTC
“This family-owned shop on La Palma Ave next to Yorba Linda has the strongest independent reviews I found (Yelp 4.9 from 791, BBB A+, Birdeye 5.0 from 265 Google reviews), says it offers same-day AC repair for most Yorba Linda calls, is open Monday 7am to 7pm per Yelp, and third-party copies of state license data show its C-20 license #998956 active through 12/31/2026.”
“It is a 35-year-old Anaheim Lennox dealer that lists Yorba Linda in its service area, is BBB accredited at A+ with Yelp 4.4 from 227, is open Monday 7am to 6pm, says it offers 24/7 emergency service with no weekend surcharge, and third-party copies of state data show its C-20 license #608210 active through 12/31/2026, though it never promises same-day service outright.”
“This large company has its main office in nearby Brea, lists Yorba Linda in its service area, is open Monday 8am to 7pm, has Yelp 4.2 from about 1,900 reviews, and third-party copies of state data show its license #799170 (including C-20) active through 10/31/2027, but its same-day offer is only an invitation to ask.”
“It is in Placentia and says it offers 24/7 and same-day service with a clean license, but its independent reputation is weak (Yelp 3.3 from 371 and BBB B- for not responding to a complaint).”
“Its Yorba Linda page claims a local shop but gives its Tustin address, its emergency service is Monday to Saturday only, and its ratings are only its own claims.”
“It publishes a $65 service call and same-day service if you call by noon, but its site shows no street address, its license was issued in 2024 although the site says it has operated since 2017, and it is open only weekdays 8am to 5pm.”
“It is based in Rancho Santa Margarita, far from Yorba Linda, despite its 24/7 and same-day guarantee claims.”
“It is a template site with pages for every state, a toll-free number, and no local address or license, so it looks like a lead-gen operation.”
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 September 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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