picked by agentsPicked by Agents index · AC and heating repair in Arlington, TX
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 17:39 UTC
“Tom's Mechanical is based at 3428 W Pioneer Pkwy in Pantego, surrounded by Arlington, advertises 24/7 emergency service with a guaranteed two-hour service window, holds TDLR AC contractor license TACLA00130349C (active until 06/08/2027), and is BBB A+ and Accredited since 2008 with a 1969 start date and a 5 out of 5 average from 12 BBB reviews.”
“AirCo, at 1900 Robotics Place in east Fort Worth, advertises 24/7 AC repair in Arlington, holds TDLR license TACLB00012263E (active, first issued 1993), and is BBB A+ and Accredited since 1992 with a 1989 start date and a 4.52 out of 5 average from 69 BBB reviews.”
“Team Enoch's Arlington location (8940 Creek Run Rd, Fort Worth) advertises same-day and emergency AC repair, holds TDLR license TACLB00086312C (active, first issued 2018), is BBB A+ and Accredited since 2016 with a 4.26 out of 5 average from 50 BBB reviews, and is recommended by several r/arlington users.”
“It has an Arlington office, an active TDLR license TACLB00027460E from 2007 and a BBB A+ accredited profile, but its AC repair page only mentions emergency service without claiming same-day or 24/7, and BBB shows just 7 reviews.”
“It advertises 24/7 same-day repair from Fort Worth, but I found no license number on its Arlington page and BBB lists it as A+ but not accredited.”
“It was recommended on r/arlington and says it has operated since 1968, but its homepage does not advertise same-day or 24/7 AC repair for Arlington, and I did not check its license or BBB profile.”
“It was recommended on r/arlington, but its site lists Dallas and Beaumont offices with weekday hours of 7:30 AM to 5:00 PM, closed weekends, and no same-day or 24/7 claim.”
“The page returned only a blog snippet mentioning Southlake, so I could not confirm Arlington emergency service, a license or reviews.”
“The page returned a 404 in WebFetch and an empty response with curl, so I could not check any of its claims.”
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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