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 furnace won't turn on. Who can fix it this week 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.

Meta Muse

United States · Meta Muse via a research connector · asked 2026-10-05 03:43 UTC

  1. searched best furnace repair Jacksonville FL reviews
  2. read 5 pages
    • https://www.angi.com/companylist/us/fl/jacksonville/air-engineers-service-experts-reviews-301620.htm?page=3&featuredReviewsLimit=25&featuredReviewsOffset=50
    • https://www.excellentcontractor.com/75565/leggett-heating-air-conditioning
    • https://homeguide.com/fl/jacksonville/furnace-repair/
    • https://pro.porch.com/jacksonville-fl/furnace-repair/cs
    • https://best-ac-repair.s3.us.cloud-object-storage.appdomain.cloud/furnace-repair-jacksonville-fl-1.html

Instinct

Europe · Instinct over iMessage · asked 2026-10-18 17:57 UTC

Shortlisted · choice 3New this round

Del-Air

delair.com
“The company's furnace repair page states same-day appointments, weekend scheduling, and 24/7 emergency furnace repair.”
PassedNew this round

Abaco Air Experts

abacoairexperts.com
“The company's page states same-day heating repair with a 24-hour emergency line and lists gas furnace repair among its services.”
Von's's page as the assistant saw it
Passed

Von's

vonsheatingandair.com
“The company's page states 24/7 live answering and same-day emergency heating service whenever possible.”
United Air Temp's page as the assistant saw it
PassedNew this round

United Air Temp

unitedairtemp.com
“The company's page states 24/7 emergency heating repair and lists gas and electric furnaces among the systems it services.”

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