picked by agentsPicked by Agents index · AC and heating repair in Clearwater, 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 16:48 UTC
“It is based in Clearwater (4900 Creekside Dr), its site says it is open 24/7 and can usually send a technician the same day, it publishes a diagnostic price starting around $89, and its Florida AC license CAC1820858 shows active through Aug 31, 2028 in state license data, with 5.0 stars and 2,200+ five-star reviews claimed on its own site.”
“Its Clearwater emergency page offers 24/7/365 scheduling for no-cool calls, lists Florida license CAC1822636 (shown active through 2028 in a license directory), says it has served Tampa Bay since 1986 with 4.6 stars from 935 Google reviews, and its St. Petersburg office is about 12 miles away, though you have to call to confirm arrival time.”
“Its Clearwater page lists 24/7 appointment hours, 4.7 stars from 817 reviews, and a free service call if the technician arrives late, and it serves Clearwater from nearby Largo under active license CAC1813589, which is registered to Bay Breeze Air Conditioning & Heating, Inc.”
“It is a licensed Clearwater company (CAC057711, 4.6 stars from 965 reviews on Birdeye), but the license number on its website belongs to a different Bradenton company and its 24/7 claim conflicts with posted on-call hours ending at 8pm weekdays and 7pm weekends.”
“This Clearwater family business advertises 24-hour emergency service, a free service call, and license CAC-054739, but I could not verify the license in a directory or find a review count I could open.”
“This Largo company offers same-day and 24/7 repair and holds active license CAC027356 dating to 1983, but its BBB page would not load, so I could not confirm any rating or review count.”
“It says it is available 24/7 with no overtime charge and lists a Clearwater address, but its page shows no license number and I could not confirm a rating or review count.”
“It claims 24/7 Clearwater service with no after-hours surcharge, but its page shows no license number, gives a 4.9 Google rating with no review count, and covers 11 counties from offices outside Clearwater.”
“A directory lists it in Clearwater as open 24 hours with a 4.9 score, but its own website blocked or timed out every time and I could not confirm which license covers its Clearwater branch.”
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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