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 2026-09-29 20:52 UTC
“This family-owned Clearwater company (1660 N Hercules Ave) was founded in 2000, has been BBB accredited with an A+ since 2007, holds an active Florida license CAC058664 that I confirmed on myfloridalicense.com, shows 4.9 stars from 798 reviews on ProsGrade, and says it is a Trane Comfort Specialist with NATE-certified techs.”
“This Clearwater company (4900 Creekside Dr) has a 5.0 rating across 3,064 reviews on Trustindex, two active CAC licenses per a DBPR-based directory, more than 300 permits in the last two years, and a posted diagnostic fee starting around $89, though it has only operated since 2019.”
“This small independent Clearwater shop (1565 S Missouri Ave) opened in 2015, has been BBB accredited with an A+ since 2020, holds an active license CAC1818189 that I confirmed on myfloridalicense.com, and shows 5.0 stars from 330 reviews on ProsGrade.”
“It is a strong runner-up in Clearwater since 1998 with a BBB A+, but its reviews are lower at 4.7 from 877, it gives only a 30-day labor guarantee on service calls, and its website and BBB list different license numbers.”
“It is based in St. Petersburg, shows 4.6 stars on its own site, is not BBB accredited per a snippet, and has complaints about communication and a warranty dispute.”
“It is not BBB accredited, its BBB profile carries an out-of-business alert for the operating entity, and the latest BBB review alleges overcharging.”
“It is a Certified Best Pick with 4.9 stars from 920 reviews and a BBB A+, but it is not a Clearwater-based company, some reviews complain about high prices and upselling, and I could not open its website.”
“It has an active Clearwater license and 5.0 stars from 376 reviews on ProsGrade, but its site blocked me and I found no BBB profile, so there was too little reputation data to rank it.”
“It uses a Tampa phone number and its rating came only from a snippet of its own marketing page, which gives conflicting review counts.”
“It is a Tampa Bay regional company, and I saw its claims only in a snippet without independent verification.”
“It is a St. Petersburg plumbing company that only recently added HVAC, and I saw it only in a snippet.”
“It is a Tampa Best Pick with 4.7 stars, but I did not confirm it serves Clearwater.”
“It is a Tampa-focused multi-trade Best Pick with 4.6 stars that I did not verify for Clearwater.”
“It is a large statewide company with 4.6 stars that I did not verify locally for Clearwater.”
“It is a Tampa Best Pick with 4.9 stars from 1,028 reviews, but I did not confirm it serves Clearwater.”
“It is a Tampa company with a smaller review base that I did not verify for Clearwater.”
“It is listed but not certified on Best Pick and has the lowest rating there at 4.5.”
“I have only its ProsGrade listing (4.9 from 458) with no license or BBB check.”
“I have only its ProsGrade listing (4.9 from 395) with no license or BBB check.”
“I have only its ProsGrade listing (4.9 from 316) with no license or BBB check.”
“I have only its ProsGrade listing (4.8 from 362) with no license or BBB check.”
“Its ProsGrade rating is lower at 4.5 from 391 reviews.”
“It has only 54 reviews and I found no license or BBB information.”
“It has only 14 reviews and its generic name suggests a lead-generation listing.”
“It appears on ProsGrade with no rating and I did not research it further.”
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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