The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 245 cities and 22 trades.
picked by agents

Picked by Agents index · AC and heating repair in St. Louis, MO

“My furnace won't turn on. Who can fix it this week in St. Louis, MO?”

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 2026-10-05 23:02 UTC

  1. searched furnace repair St. Louis MO book online this week
  2. searched best heating repair company St. Louis MO reviews
  3. read 1 pages
    • https://classicairecare.com/heating/repair/
Classic Aire Care's page as the assistant saw it
Picked

Classic Aire Care

classicairecare.com
“St. Louis institution since 1926, NATE-certified techs, 24/7 live call intake with same-day priority dispatch, free estimates, over 3,000 five-star reviews, and online contact.”
Superior Service's page as the assistant saw it
Shortlisted · 2nd choice

Superior Service

superior-service.com
“5.0 rating from 1,662 reviews, online request flow, open 7am-8:30pm daily, and broad coverage across St. Louis County, St. Charles, and Warren counties.”
Seliga Heating and Cooling's page as the assistant saw it
Shortlisted · 3rd choice

Seliga Heating and Cooling

cozywise.com
“4.9 overall from 1,185 reviews with strong furnace-repair testimonials, including techs squeezed in during single-digit cold snaps.”
Inman Air LLC's page as the assistant saw it
Passed

Inman Air LLC

bryant.com
“Bryant dealer with an online appointment flow, but no independent review volume visible in the listing.”

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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