picked by agentsPicked by Agents index · AC and heating repair in San Diego, 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 15:04 UTC
“It is a family-owned, HVAC-only company in El Cajon serving San Diego County since 1995, BBB rates it A+ and accredited since 2008, BuildZoom shows CSLB license #915327 as active, it is open 7 days with same-day or next-day repairs as a Carrier Factory Authorized dealer, and a Yelp search listing shows about 4.9 stars from roughly 1,900 reviews.”
“It has operated in San Diego since 1952 (4870 Viewridge Ave), BBB rates it A+ and accredited since 1994 with lifetime workmanship warranties listed, and its site claims thousands of five-star reviews, a 100% satisfaction guarantee, and flat-rate pricing with no after-hours charges, though it is closed Sundays, is not the cheapest, and showed no license number on the pages I opened.”
“It is a Lakeside company offering 24/7 emergency service, its site shows 4.9 stars from 373 reviews, and BBB rates it A+, though BBB's 2018 start date conflicts with its "since 1965" claim and its license (#1044598, per a third-party site) is reportedly due for renewal by September 30, 2026.”
“It has a San Diego address, license #1103370, and strong reviews, but I found no BBB or independent directory check and its site still shows placeholder contact details.”
“Its Yelp listing shows strong ratings, but its phone numbers don't match across listings, service usually takes 24 to 48 hours, and I couldn't confirm its BBB or license details.”
“It is licensed (CSLB #1055889) with all 5-star Google reviews, but it is a very small shop with few reviews and no emergency service.”
“It shows a local address and license #907237, but the page reads like a lead-generation funnel with generic testimonials and no third-party rating to back it up.”
“It shows CSLB #1147624 and strong claimed ratings, but its site gives no street address and only a one-year workmanship warranty.”
“Its homepage blocked my fetch, so I could not check its license, address, or warranty.”
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.
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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