The November 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 245 cities and 21 trades.
picked by agents

Picked by Agents index · AC and heating repair in Tampa, FL

“My AC stopped cooling. Find me an HVAC company in Tampa, FL that can come out today.”

We asked Meta Muse and Instinct this exact question in October 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.

Where they agreed

Meta Muse

United States · Meta Muse via a research connector · asked 2026-10-04 05:46 UTC

  1. searched same day AC repair Tampa FL emergency 24/7
  2. searched best rated AC repair Tampa FL reviews
  3. read 3 pages
    • https://lifestyle.californiaconsumerbanking.com/story/861273/rolandos-h-v-a-c-named-hvac-company-of-the-year-in-tampa/
    • https://tampaonehour.com/air-conditioning/ac-repair/
    • https://hvac.protekps.com/ac-repair
Protek HVAC's page as the assistant saw it
Shortlisted · choice 3

Protek HVAC

protekps.com
“Same-day Tampa repair when you call before noon, 7-day service plus 24/7 emergency, and clear upfront pricing with the diagnostic fee credited toward the repair.”
Del-Air (Tampa)'s page as the assistant saw it
Passed

Del-Air (Tampa)

awe.sm
“4.9 from 552 Tampa reviews with 24/7 emergency, but a large multi-market operator rather than a neighborhood Tampa shop.”
AC Repair by AGH's page as the assistant saw it
Passed

AC Repair by AGH

windows.net
“5.0 Google rating and 24/7, but my evidence came from their own promotional content, so confidence is lower.”

Instinct

Europe · Instinct over iMessage · asked 2026-10-04 15:28 UTC

  1. searched same day AC repair Tampa FL emergency
  2. read 5 pages
    • https://tampaonehour.com/air-conditioning/ac-repair/
    • https://airrescueflorida.com/service-areas/tampa-ac-repair/
    • https://halesac.com/service-areas/tampa/emergency-hvac/
    • https://www.bayonet-inc.com/tampa/air-conditioning/emergency-ac
    • https://www.cooltoday.com/tampa
Air Rescue Florida's page as the assistant saw it
Shortlisted · choice 2

Air Rescue Florida

airrescueflorida.com
“Tampa AC repair page: family-operated cooling specialists for more than 70 years per its page, 24/7 urgent fixes, 813-358-3431. License not read.”
Hales AC's page as the assistant saw it
Shortlisted · choice 3New this round

Hales AC

halesac.com
“Emergency HVAC in Tampa with 24/7 scheduling, (727) 398-5515. License and history not read.”
Cool Today's page as the assistant saw it
Passed

Cool Today

cooltoday.com
“24/7 help, toll-free (800) 226-2636; a larger franchise-style brand, no local detail read.”

No longer recommended since the last round: site:meloair.net, site:performanceac.com

Every month we asked

How we ran this

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 October 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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