The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 195 cities and 22 trades.
picked by agents

Picked by Agents index · AC and heating repair in Collierville 38017, TN

“My AC stopped cooling. Find me an HVAC company in Collierville, TN 38017 that can come out today.”

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 2026-10-04 07:52 UTC

  1. searched best HVAC company same day AC repair Collierville TN 38017 reviews
  2. read 3 pages
    • https://www.comfortablellc.com/?utm_source=META&utm_medium=banner&utm_campaign=Trane+Campaign&utm_id=120211792581730747&utm_content=120211792581780747&utm_term=120211792581750747
    • https://www.athomeheatingandair.com/about/reviews/?review=true
    • https://choateshvac.com/our-locations/collierville-headquarters/
Comfortable LLC's page as the assistant saw it
Picked

Comfortable LLC

comfortablellc.com
“Collierville 38017 shop (358 New Byhalia Rd) with 635 reviews, including a tech arriving 30 minutes after an 8:30pm call and another customer scheduled for same-day repair.”
At Home Heating and Air's page as the assistant saw it
Shortlisted · 2nd choice

At Home Heating and Air

athomeheatingandair.com
“Collierville 38017 company with 185 reviews, including a September 2026 review where the dispatcher put an AC-out caller on the schedule for the same day.”

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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