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 Oviedo 32765, FL

“Who is the best AC repair company in Oviedo, FL 32765?”

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 2026-10-05 01:52 UTC

  1. searched best AC repair company Oviedo FL 32765 reviews ratings
  2. read 3 pages
    • https://www.loc8nearme.com/florida/oviedo/abc-air-conditioning-and-heating-specialist-of-oviedo-fl/6151102/
    • https://hvacloc.com/branch/lukas-refrigeration-air-conditioning-oviedo-311-aulin-ave-oviedo-fl-32765
    • https://www.angi.com/companylist/us/fl/oviedo/ingenuity-air-llc-reviews-1.htm

Instinct

Europe · Instinct over iMessage · asked 2026-10-16 18:11 UTC

Apple AC's page as the assistant saw it
Picked

Apple AC

appleac.com
“The page states family-owned since 1997, NATE-certified technicians, a Florida mechanical contractor license (CMCO56836, as worded, not verified with DBPR), same-day and 24/7 repair, and cost laid out before work, plus technician photo/ID texts and background checks.”
Bob Heinmiller Air Conditioning's page as the assistant saw it
Shortlisted · choice 2

Bob Heinmiller Air Conditioning

bobheinmiller.com
“The page states third-generation family-owned since 1990, NATE certified, BBB accredited, licensed Carrier dealer, 24/7 repair with trucks stocked for one-visit fixes, but it lists no prices.”
Victory Cooling and Heating's page as the assistant saw it
Passed

Victory Cooling and Heating

oviedoacrepair.com
“Veteran-owned, same-day and transparent-pricing claims but no license number, NATE or price specifics read, and it calls itself 'Oviedo's best' while showing an unexplained 'Best of the Best' award badge.”

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