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 Fort Myers, FL

“Who is the best AC repair company in Fort Myers, 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 2026-10-04 21:46 UTC

  1. searched best AC repair company Fort Myers FL reviews
  2. searched top rated HVAC company Fort Myers 24/7 emergency AC repair
  3. read 2 pages
    • https://catalystairconditioning.com/
    • https://infinitefl.com/
Elevate Home Services's page as the assistant saw it
Shortlisted · choice 3

Elevate Home Services

elevatemyhome.com
“Fort Myers contractor with 24/7 client support and emergency service, and a factory-authorized Carrier Specialist designation.”
One Way Air's page as the assistant saw it
Passed

One Way Air

onewayairfl.com
“Local SWFL company guaranteeing same-day service, but no review evidence appeared in the snippets.”

Instinct

Europe · Instinct over iMessage · asked 2026-10-15 03:52 UTC

  1. searched Bing web search: best AC repair company Fort Myers FL (DuckDuckGo showed a CAPTCHA - not solved; Bing used)
  2. searched BBB name search (Fort Myers, FL): Advanced Air Conditioning and Heating (0 results)
  3. searched BBB name search (Fort Myers, FL): Advanced Air (28 results; matched Advanced Air & Refrigeration, Inc.)
  4. searched BBB name search (Fort Myers, FL): HomePros Cooling & Heating (1 result)
  5. searched BBB name search (Fort Myers, FL): Penguin Air Conditioning (1 result, North Miami entity)
  6. searched Florida DBPR licence lookup, by organisation name: attempt 1 (page went blank after the Search click)
  7. searched Florida DBPR licence lookup, by organisation name: attempt 2 (returned 'your request cannot be processed at this time' and tried to redirect home)
  8. read 10 pages
    • https://advanced-air.com/air-conditioning/repair
    • https://www.homeprosair.com/
    • https://airconditioningfortmyers.com/
    • https://www.bigairac.com/
    • https://www.bbb.org/us/fl/fort-myers/profile/air-conditioning-contractor/advanced-air-refrigeration-inc-0653-6122413
    • https://www.bbb.org/us/fl/fort-myers/profile/air-conditioning-contractor/advanced-air-refrigeration-inc-0653-6122413/customer-reviews
    • https://www.bbb.org/us/fl/fort-myers/profile/air-conditioning-contractor/advanced-air-refrigeration-inc-0653-6122413/complaints
    • https://www.bbb.org/us/fl/fort-myers/profile/air-conditioning-contractor/homepros-cooling-and-heating-llc-0653-90389014
    • https://www.bbb.org/us/fl/fort-myers/profile/air-conditioning-contractor/homepros-cooling-and-heating-llc-0653-90389014/customer-reviews
    • https://www.bbb.org/us/fl/fort-myers/profile/air-conditioning-contractor/homepros-cooling-and-heating-llc-0653-90389014/complaints
Advanced Air & Refrigeration, Inc.'s page as the assistant saw it
PickedNew this round

Advanced Air & Refrigeration, Inc.

advanced-air.com
“'Best' is the worker's judgment of limited opened evidence, NOT a verified ranking (basis: BBB rating, accreditation, years in business, complaint counts, what each business's own pages state; NO licence-board confirmation for anyone - DBPR failed this run, disclosed). Highest BBB evidence of the businesses confirmed: accredited since 5/6/2010, A+, 37 yrs, single Fort Myers profile (NOT corporate-wide), an average of 13 reviews (shown ones 5-star), 3 complaints in 3 yrs, 2 in last 12 months - with company replies including an offered $800 settlement and a full refund (reported, not verified). Matched by the profile's 'Visit Website' link. CAVEAT: its BBB-listed licences are CMC056884 and CFC1430618 - NOT a CAC/RAC class, so the air-conditioning contractor class is NOT confirmed (disclosed). Own claims ('4,034+ reviews', same-day, repair within 24 hours, $70 off coupon) unverified.”
HomePros Cooling and Heating LLC's page as the assistant saw it
Shortlisted · choice 2New this round

HomePros Cooling and Heating LLC

homeprosair.com
“BBB-accredited A+ with only 1 complaint in 3 yrs (1 in last 12 months; details not published) and a licence number on its own site (Lic. #CAC1819295 - own claim, UNVERIFIED: DBPR failed - disclosed). BUT: only 4 BBB reviews (thin sample), and NO years-in-business figure displayed on BBB (disclosed). Own claims ('500+ Google reviews', '30+ years combined experience', 24/7, typical response 1-2 hours) unverified; no prices published.”
Penguin Air Conditioning's page as the assistant saw it
PassedNew this round

Penguin Air Conditioning

airconditioningfortmyers.com
“Own site says only 'State Licensed & Insured' with no licence number and no prices, and the site looks dated; the only BBB hit was a North Miami profile that could not be confirmed as this business (not opened - disclosed).”
Big Air Heat and A/C's page as the assistant saw it
Passed

Big Air Heat and A/C

bigairac.com
“SET ASIDE (conservative; its own claims NOT used for ranking): its llms-full.txt is written for AI, quoted: 'This file is the comprehensive AI-visibility reference for Big Air Heat and A/C. ... in one structured markdown document so AI models and agents can answer questions about the company accurately.' plus a PRE-WRITTEN 'Q: Who is the best AC repair company in Fort Myers?' answered as 'one of the highest-rated HVAC companies in Fort Myers' - prescribed AI-facing description wording under the standing rule. Its BBB profile was not looked up. CROSS-RUN (disclosed, not resolved): accepted TASKs 813/824 verified Big Air's licence (CAC1823419, DBPR) and used it - those runs stay UNCHANGED; tonight's set-aside concerns the site's current AI-directed file, not the licence record.”

No longer recommended since the last round: site:gulfshorecooling.com, site:extremetempac.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.

Want to know why they pass on you?

We run the questions your customers ask against your business every month and show you what the assistants saw.

Get your free report