picked by agentsPicked by Agents index · AC and heating repair in Hollywood 33027, 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 18:35 UTC
“It is based in Pembroke Pines (33025), about 5 miles from 33027, it advertises phones answered 24/7 and same-day emergency repair with no cutoff time, the state license site shows license CAC1820619 as Current, Active through 08/31/2028, and a third-party directory rates it 4.8 from 146 reviews.”
“It is a certified Best Pick with 4.9 stars from 1,487 reviews, it lists 24/7 emergency service with hours from 7 AM to 11 PM every day and names Pembroke Pines and Hollywood as service areas, and the state license site shows license CAC053230 as Current, Active through 08/31/2028, though it is based in Lauderhill, about 20 miles away.”
“It is based in Miramar, right next to 33027, has 4.8 stars from 586 reviews on HomeAdvisor and Angi, and lists emergency service, same-day service when available, and Monday hours until 7 PM, but I could not confirm its Florida license on the state site, so check that before hiring.”
“The Best Pick profile I opened lists only Treasure Coast cities, its Miramar page timed out three times, and the active license I found (CAC1813307) belongs to a Jacksonville-based entity, so I couldn't confirm it covers 33027.”
“Its same-day guarantee applies only to calls before noon, which had already passed at 2:35 PM local time, and its service-area list doesn't include Pembroke Pines or Miramar.”
“Its same-day dispatch requires a weekday call before noon, which had already passed, it works by appointment only, its address differs between its site (Miramar) and Expertise.com (Plantation), and it shows no license number.”
“It is based in Deerfield Beach, roughly 35 miles away, its site lists three different phone numbers, and the Reddit praise for it looks planted because the same phone number repeats across comments.”
“The site looks like a lead-generation template with no license number or street address and an unsourced claim of 2,400+ reviews.”
“It shows no license number or verifiable reviews, and its Hollywood Blvd suite address may be a mailbox, which suggests a lead-generation site.”
“Its Birdeye profile is unclaimed, its reviews mention furnace repairs that are odd for South Florida, and I found no license.”
“A snippet from the state business registry says it filed for voluntary dissolution in January 2024, so it may no longer be operating.”
“It is based in Hialeah and has only 3 Google reviews listed.”
“I saw only a search snippet showing a Miami duct-cleaning brand with a Hollywood landing page, and I didn't open the site or verify its claimed license.”
“I saw only a search snippet, which said same-day dispatch requires a call before noon (already passed) and showed a Miami-Dade phone number.”
“I saw only a search snippet with generic wording that mentions furnace repair and no license or review information.”
“I saw only a search snippet, which said same-day service is only often available, with no license or review information.”
“I saw only a search snippet, and its 5.0 rating from 900+ reviews comes from its own site, with no license or base location confirmed.”
“I saw only a search snippet with testimonials and no license, review count, or hours.”
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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