picked by agentsPicked by Agents index · AC and heating repair in Miami 33156, 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 16:52 UTC
“It names ZIP 33156 in its service area and has the strongest verified record I found, with 4.7 stars from 1,474 Google reviews shown on ProsGrade, an active Florida mechanical contractor license (CMC1249923) that I checked on the state licensing site, and published repair prices of $150 to $500 with the $85 diagnostic fee waived if you go ahead, though it is not BBB-accredited and dispatches from Miami Gardens, well north of 33156.”
“It is the closest long-running local company, based in Kendall and in business since 1988, with a BBB A+ rating and accreditation since 2014, air conditioning license CAC016540 active through 2028, a one-year parts and labor warranty on repairs, and recent permits in nearby Palmetto Bay and Coral Gables, though I could not find its Google rating or review count.”
“It is a small owner-run shop with 5.0 stars from 160 Google reviews shown on ProsGrade, license CAC1815660 active since 2007 that I checked on the state licensing site, and a dedicated Pinecrest service page, and its reviewers repeatedly describe it as honest and not pushing extra work, though it is based farther south in Princeton and ProsGrade lists it as closed on Mondays.”
“Its site claims 5.0 stars from 351 Google reviews, a BBB A+, and business since 1984, but I couldn't confirm any of that independently and a third-party snippet says its license expired on August 31, 2026.”
“It is based in Kendall and has been a Best Pick for 9 years, but Best Pick shows only 4.5 stars from 21 reviews and no license number appeared on its site.”
“It has strong ratings (4.9 from 1,487 reviews on Best Pick and a BBB A+), but it is based in Lauderhill in Broward County and its three BBB complaints from 2024 to 2026 all describe new installs that needed many repeat visits.”
“It covers Pinecrest and shows a license number and 4.7 stars from over 1,000 Google reviews by its own count, but I couldn't check its reviews or license on any independent source.”
“It has 4.7 stars from 82 Angi reviews, but most date from 2018 to 2023 and one describes a questionable part replacement with no follow-up.”
“Its claims come only from a search snippet of its own site, and it is a Broward-based company doing AC, plumbing, electrical, and appliance work.”
“It mainly does duct cleaning, and I saw its license and review claims only in a search snippet of its own site.”
“I saw it only in a search snippet with no ratings or license shown.”
“I saw it only in a search snippet with no review counts or license, and the snippet gave conflicting years of experience.”
“I saw it only in a search snippet, which gave no ratings, review counts, or license number.”
“I saw it only in a search snippet, which showed a license number but no review count or years in business.”
“It is a strong Best Pick with 4.9 stars from 1,070 reviews, but the only review shown was from Lake Worth and I could not confirm it serves 33156.”
“It has the lowest rating on the Best Pick list (4.3 from 138 reviews) and I did not confirm it serves 33156.”
“It is listed on Best Pick with 4.7 stars from 3,962 reviews but without the certified badge, and I did not confirm it serves 33156.”
“It is listed on Best Pick with 4.9 stars from 3,381 reviews but without the certified badge, and I did not confirm it serves 33156.”
“It is a statewide company listed on Best Pick with 4.4 stars from 1,402 reviews but without the certified badge, and I did not confirm it serves 33156.”
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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