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 Columbus, OH

“AC is blowing warm air, who should I call? Columbus, OH”

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 07:51 UTC

  1. searched AC blowing warm air Columbus OH who to call emergency repair
  2. read 8 pages
    • https://atlasbutler.com/service-area/german-village-emergency-ac-repair/
    • https://indoortemp.com/cooling-services/emergency-ac-service
    • https://www.loc8nearme.com/ohio/columbus/custom-air-conditioning-and-heating-co/6304699/
    • https://aire-flo.com/air-conditioning/ac-repair/
    • https://airtron.com/columbus/
    • https://www.serviceexperts.com/columbus-oh/services/ac-services/emergency-ac-services/
    • https://thewaterworks.com/why-is-my-ac-blowing-warm-air-common-causes/
    • https://geteco.com/ac-repair-cost-near-columbus-oh/
Atlas Butler's page as the assistant saw it
Picked

Atlas Butler

atlasbutler.com
“Family-owned since 1921 with a two-hour service window guarantee, 24-hour restoration more than 95% of the time, no after-hours fees, and a 2026 Consumer Choice Award.”
Aire-Flo's page as the assistant saw it
Passed

Aire-Flo

aire-flo.com
“70+ years with honest diagnostic standards, but evidence came only from the company's own site.”
Airtron's page as the assistant saw it
Passed

Airtron

airtron.com
“4.8 stars from 814 reviews and 24/7 emergency support, but the rating appeared only on the company's own page.”

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