The November 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 245 cities and 21 trades.
picked by agents

Picked by Agents index · AC and heating repair in Houston, TX

“My AC stopped cooling. Find me an HVAC company in Houston, TX that can come out today.”

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 2026-10-01 06:40 UTC

  1. searched emergency AC repair Houston TX same day service
  2. searched best air conditioning repair company Houston Texas 24 hour
  3. searched texasstrongmechanical.com Houston AC repair reviews
  4. read 3 pages
    • https://acrepairofhoustontx.com/
    • https://texasstrongmechanical.com/hvac-services/commercial-hvac-repair-houston-tx/
    • https://directory.reviewsonmywebsite.com/

Instinct

Europe · Instinct over iMessage · asked 2026-10-04 15:27 UTC

  1. searched same day AC repair Houston TX emergency
  2. read 6 pages
    • https://www.onehourheatandair.com/houston/services/emergency-hvac-services/
    • https://castleacandheating.com/emergency-ac-repair-houston/
    • https://75degreeac.com/services/emergency-ac-repair/
    • https://www.airtechofhouston.com/air-conditioning/ac-repair/
    • https://www.houseproac.com/air-conditioning/ac-repair/emergency/
    • https://titanhvachouston.com/24-7-emergency-ac-repair/
Castle Air Conditioning & Heating's page as the assistant saw it
Shortlisted · choice 2New this round

Castle Air Conditioning & Heating

castleacandheating.com
“Page dated 2026-09-13: answers the phone 24 hours and offers same-day AC repair across southwest Houston including Fulshear, Katy and Sugar Land. Phone and license not captured; may not cover all Houston.”
75 Degree AC's page as the assistant saw it
Shortlisted · choice 3

75 Degree AC

75degreeac.com
“Emergency and same-day AC repair page for Houston, (713) 598-2737. License and price not read.”

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