The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 245 cities and 20 trades.
picked by agents

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

“My AC is 16 years old and needs another repair. Who can give me an honest repair-or-replace opinion in Jacksonville, FL?”

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 2026-10-02 11:45 UTC

  1. read 3 pages
    • https://www.globenewswire.com/news-release/2026/09/23/3367730/0/en/northeast-florida-homes-can-lose-up-to-30-of-cooled-air-through-leaky-ducts.html
    • https://www.acdesignsinc.net/blog/air-conditioning-service/concerned-about-a-recent-ac-repair-or-system-quote-get-a-free-2nd-opinion/
    • https://boldcityac.com/ac-installation/
Bold City Heating & Air's page as the assistant saw it
Shortlisted · choice 3

Bold City Heating & Air

boldcityac.com
“Family-owned with 2,000+ five-star reviews and free in-home estimates; a credible third voice for the replace side if two agree.”
Passed

Always On Air

“Jacksonville contractor described as NATE-certified and diagnostic-focused, but the source is an advertorial-style radio promo page, so the praise can't be independently weighted.”
Passed

A Customer First AC

medium.com
“Described as prioritizing fixes over pushing replacements, but the only source is a promotional Medium post.”

Instinct

Europe · Instinct over iMessage · asked 2026-10-18 20:27 UTC

Weather Engineers, Inc.'s page as the assistant saw it
Shortlisted · choice 2

Weather Engineers, Inc.

weatherengineers.com
“Its AC repair page states an 'Honest Assessment and Clear Options' step that discusses replacement options honestly when continued repairs are not the best investment, and its FAQ states an 'honest, no-pressure recommendation either way' with replacement stated as a service.”
Bold City Heating & Air's page as the assistant saw it
Shortlisted · choice 3New this round

Bold City Heating & Air

boldcityac.com
“Its AC repair page states 'we'll tell you honestly which path saves you more' between repair and its stated AC installation service, and its FAQ states 'We will tell you honestly when a repair makes sense and when it does not.'”
Florida Air Flow Heating & Air's page as the assistant saw it
Passed

Florida Air Flow Heating & Air

floridaairflow.com
“The page states 'we'll give you an honest assessment and tell you straight whether repair or replacement makes more sense' but it is a replacement page that states repair only in image alt text, not as a body-copy service.”
Donovan Air, Electric & Plumbing's page as the assistant saw it
PassedNew this round

Donovan Air, Electric & Plumbing

donovanac.com
“The page claims 'Honest, dependable air conditioning service' but its repair-or-replace content is generic age-based FAQ guidance with no stated assessment-before-recommending approach.”
All Set Heating, Air & Plumbing's page as the assistant saw it
PassedNew this round

All Set Heating, Air & Plumbing

allsetjax.com
“The page states a diagnostic assessment with options explained before authorized work but has no repair-vs-replace or no-pressure wording, and its stated base is Middleburg, FL 32068, outside Jacksonville.”

No longer recommended since the last round: site:flcooling.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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