The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct and Fo named across 174 cities and 22 trades.
picked by agents

Picked by Agents index · AC and heating repair in Knoxville 37922, TN

“My AC stopped cooling. Find me an HVAC company in Knoxville, TN 37922 that can come out today.”

We asked Instinct this exact question in September 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.

Instinct

Europe · Instinct over iMessage · asked 2026-10-01 00:13 UTC

  1. searched Knoxville TN 37922 same day emergency AC repair
  2. read 6 pages
    • https://www.advancedheatac.com/hvac-services/emergency-hvac
    • https://www.quality-pm.com/air-conditioning-services/emergency-repair
    • https://onewayairtn.com/
    • https://www.serviceexperts.com/knoxville-tn/services/emergency-ac-services/
    • https://air911hvac.com/service-in/knoxville
    • https://smithheatandair.com/hvac-contractor-knoxville-tn/emergency-heating-and-air-services/
Picked

One Way Air

onewayairtn.com
“Its Knoxville site offers a same-day guarantee and 24/7 on-call emergency repair technicians.”
Shortlisted · 2nd choice

Advanced Heat AC & Plumbing

advancedheatac.com
“Its Knoxville emergency page says same-day service is often available with immediate urgent dispatch.”
Shortlisted · 3rd choice

Air 911 Heating & Cooling

air911hvac.com
“Its Knoxville page prioritizes no-cooling emergencies and strives for same-day response.”
Passed

Quality Plumbing Heating & Cooling

quality-pm.com
“Its emergencies fit but same-day completion does not guarantee today arrival.”
Passed

Service Experts Knoxville

serviceexperts.com
“Its round-the-clock repair services fit but selected sources provide clearer same-day dispatch statements.”
Passed

Smith Heating & Air

smithheatandair.com
“Its local emergency service fits but selected firms provide clearer response detail.”

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 September 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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