The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 182 cities and 22 trades.
picked by agents

Picked by Agents index · AC and heating repair in Kansas City, MO

“I need a new AC unit installed in Kansas City, MO. Who should I get quotes from, and roughly what will it cost?”

We asked Meta Muse 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 2026-10-02 02:38 UTC

  1. searched new AC unit installation cost Kansas City MO 2026 average
  2. searched best HVAC contractors Kansas City MO reviews air conditioner replacement
  3. searched A.B. May Buckner Neal Harris HVAC Kansas City air conditioner replacement installer
  4. read 4 pages
    • https://abmay.com/cooling/
    • https://bucknershc.com/
    • https://www.angi.com/articles/how-much-does-installing-new-ac-cost/mo/kansas-city
    • https://threebestrated.com/hvac-services-in-overland-park-ks
A.B. May Heating, A/C, Plumbing & Electrical's page as the assistant saw it
Picked

A.B. May Heating, A/C, Plumbing & Electrical

abmay.com
“Serving Kansas City since 1959 with NATE-certified technicians, a 4.8-star Google rating, free replacement estimates, and financing options.”
Buckner's Heating, Cooling & Plumbing's page as the assistant saw it
Shortlisted · 2nd choice

Buckner's Heating, Cooling & Plumbing

bucknershc.com
“In business since 1983 with Missouri and Kansas licenses, three metro locations, and 24/7 phone support for both sides of the state line.”
Passed

LBA Heating, Cooling, Plumbing & Electrical

lbaservices.com
“Useful published cost range but thinner public evidence of replacement reputation than the three picks.”
Passed

All 4 One Heating and Cooling

delawarenewsreporter.com
“Ranked top in a 2026 press release syndicated across many news-mirror sites, so the claim's independence is hard to verify.”
Passed

KC Mechanical Services, LLC

homeguide.com
“Newer firm (founded 2019) with a thinner public track record than the decades-established picks.”

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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