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 Sugar Land, TX

“My furnace won't turn on. Who can fix it this week in Sugar Land, TX?”

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 2026-10-05 06:41 UTC

  1. searched best furnace repair company Sugar Land TX reviews
  2. read 5 pages
    • https://reviews.birdeye.com/temperaturepro-166545052160793
    • https://www.houstonsmartair.com/hvac/sugarland-tx/
    • https://WWW.EXPERTISE.COM/home-improvement/hvac/texas/sugar-land
    • https://pro.porch.com/sugar-land-tx/furnace-repair/cs
    • https://bellaireair.com/furnace-repair-in-sugar-land-tx/
Shortlisted · choice 2

Smart Air

houstonsmartair.com
“Factory-trained technicians, same-day and next-day service, licensed TX TACLB48205E.”

Instinct

Europe · Instinct over iMessage · asked 2026-10-18 22:49 UTC

Mabry's AC & Heating's page as the assistant saw it
Pickedwas shortlisted last round

Mabry's AC & Heating

mabryac.com
“Its dedicated Sugar Land page states professional furnace and heating system repair for all makes and models, lists Sugar Land service ZIPs 77478, 77479, 77498 and 77496, and states Monday-Friday and Saturday service hours.”
Bellaire Air Conditioning's page as the assistant saw it
Shortlisted · choice 2was picked last round

Bellaire Air Conditioning

bellaireair.com
“Its dedicated page states furnace repair in Sugar Land, TX and explicitly covers a furnace that won't turn on at all alongside a detailed list of furnace repair services.”
Air Current's page as the assistant saw it
Passed

Air Current

aircurrenthouston.com
“Its page states furnace repair in Sugar Land only in general terms, with no specific repair services or scheduling wording stated.”

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