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 The Woodlands, TX

“My furnace won't turn on. Who can fix it this week in The Woodlands, 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 06:42 UTC

  1. searched best furnace repair company The Woodlands TX reviews
  2. read 4 pages
    • https://www.carlscoolingllc.com/heating/furnace-repair-the-woodlands-tx
    • https://www.chamberofcommerce.com/business-directory/texas/the-woodlands/home-garden/appliances/air-conditioning-repair-service/
    • https://Www.expertise.com/home-improvement/hvac/texas/the-woodlands
    • https://www.airhoustonmechanical.com/furnace-repair-woodlands-tx/

Instinct

Europe · Instinct over iMessage · asked 2026-10-18 22:51 UTC

Pickedwas shortlisted last round

Easco Air Conditioning and Heating

eascoair.com
“Its The Woodlands furnace repair page states 24/7 emergency service answered around the clock and says many common furnace repairs can be completed in a single visit.”
Mackey Services's page as the assistant saw it
Shortlisted · choice 2was picked last round

Mackey Services

mackeyservicestx.com
“Its The Woodlands furnace repair page states same-day repair services and emergency after-hours support including weekends and evenings.”
Happy Air's page as the assistant saw it
Shortlisted · choice 3

Happy Air

happyairhvac.com
“Its furnace and heating repair page states it takes emergency heating calls around the clock and that most repairs finish the same visit.”
ATS Mechanical's page as the assistant saw it
Passed

ATS Mechanical

ats-mechanical.com
“The page describes furnace repair in The Woodlands in detail but states no emergency, same-day, or response-time wording for an urgent no-heat call.”

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