picked by agentsPicked by Agents index · AC and heating repair in Chino Hills 91709, 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 17:16 UTC
“It is the closest well-reviewed shop (13784 Monte Vista Ave, Chino 91710), it lists Chino Hills in its service area, its site promises same-day service if you book by 5pm Monday to Friday, it shows license #1142864 (listed as active through 08/31/2027 on a third-party copy of state license data), and Birdeye shows 4.9 stars from 1,310 reviews.”
“Its Chino Hills page says it operates 24 hours and does the repair the same day if you approve the estimate, with the visit fee waived, and it has license #960861 (listed as active through 05/31/2027 on a third-party copy of state data), BBB A+ accreditation since 1999, and 4.9 stars from 1,999 reviews on Birdeye.”
“Its Chino Hills emergency page says it is open 24/7 and aims to respond to emergency calls within the hour, and its license #445508 is listed as active through 06/30/2027 on a third-party copy of state data, but it is based farther away in Rancho Cucamonga and I found no independent star rating.”
“It is a close runner-up in Chino with long hours (Monday to Saturday, 7am to 10pm) and 4.9 stars from 642 reviews on Birdeye, but it never claims same-day or emergency service, and a copy of state license data shows its workers' comp lapsed on 6/25/2026.”
“It is the only company actually based in Chino Hills and says it is on call after hours, but two copies of state license data show its license #1000659 expired on 08/31/2026.”
“It has a solid record (license #833227, BBB A+ accredited since 2005), but it posts weekday 7:30am to 5pm hours with no same-day or emergency claim.”
“It claims same-day service, but it is based in Riverside, the page shows no license number, and its review count is its own claim.”
“Its page reads like SEO filler, it only offers same-day service when scheduling allows, and its license number comes up under a different business name.”
“It looks like a lead-generation site with an 888 number, no local address, and no license number.”
“It is a Riverside-based franchise territory with no license number on the page, only 13 reviews shown, and a 24/7 line described as customer support rather than a same-day visit.”
“I saw it only in Birdeye's Chino directory (4.9 from 230 reviews) and did not check its license or same-day ability.”
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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