picked by agentsPicked by Agents index · AC and heating repair in Fort Lauderdale, FL
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 16:23 UTC
“Cool Air USA works mainly on air conditioning from its base at 3901 NW 16th St in Lauderhill, next to Fort Lauderdale; it holds Florida license CAC053230, has a BBB A+ rating and has been BBB Accredited since 2018, and it is rated 4.9 on both Best Pick Reports (1,487 reviews) and ProsGrade (4,728 Google reviews), though a few reviews complain about installation follow-up and missed appointments.”
“Paradise is based in Fort Lauderdale itself (260 SW 21st Terrace), and BBB lists it as started in 1985, A+ rated and Accredited since 2008; Best Pick Reports shows license CAC1823672, a 4.9 score from 3,381 reviews and a 4.8 Google rating from 3,000+ reviews, but it does plumbing and electrical too, so it is less focused on AC.”
“Total Repair Pros says it has served Broward since 1970, shows Florida mechanical license CMC1250406, says it uses only in-house technicians and shows a Google review widget based on 4,168 reviews; the catches are that it is based in Hallandale, also does plumbing, appliances and home warranties, and its BBB accreditation and review numbers come only from its own website.”
“Air-Ref shows good credentials (since 1984, license CAC056988, NATE-certified technicians, a Pompano Beach office), but its headquarters is in Delray Beach and the pages I opened did not show a review count I could check.”
“Abraham AC is a local Oakland Park company with license CAC1822797 and focuses on residential repair, but the page I opened gave no review count or rating, and its founding year was inconsistent (2004 on the page, 2003 in a search snippet).”
“Kyzar claims a 5.0 rating from 2,825 Google reviews, license CAC1822395 and BBB A+ accreditation, but its branch that covers Fort Lauderdale is in West Palm Beach, which its own page says is about 50 minutes away, so it is not local.”
“Lindstrom is a large Pompano Beach company claiming 50+ years in business and NATE-certified technicians, but the page I opened showed no license number and no review rating or count.”
“BW shows license CAC029407 and claims a 5.0 rating from 300+ Google reviews, but that is far fewer reviews than the top picks, and it charges a $160 service call fee and works only regular business hours.”
“BBB confirms license CAC1816877, but the company only started in December 2021 and is not BBB Accredited.”
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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