Picked
Hiller Plumbing, Heating, Cooling & Electrical
happyhiller.com“4.9 stars across 319 reviews with 24/7 service, upfront flat-rate pricing, and emergency HVAC repair listed as a core offering.”
- Picked
- Shortlisted
- Passed
Meta Muse
United States · Meta Muse via a research connector · asked 2026-10-04 22:47 UTC
- searched best emergency same day AC repair company Knoxville TN reviews 24/7
read 3 pages
- https://happyhiller.com/locations/knoxville/?se_campaign=Internet-LocalSEO
- https://www.delairmechanical.com/
- https://chanceyreynolds.com/
Shortlisted · 2nd choice
Del-Air Mechanical Contractors, Inc.
delairmechanical.com“Perfect 5.0 rating with 24/7 emergency service offered, though with only 7 reviews and a commercial-leaning client base.”
Shortlisted · 3rd choice
Chancey & Reynolds
chanceyreynolds.com“Local Knoxville shop with heating, ventilating & air conditioning as its primary category, though review evidence was thinner.”
Passed
R.E. Michel Company
remichel.com“An HVAC wholesale and supply store, not a residential repair contractor.”
Passed
Lloyd's Refrigeration and HVAC
meta.ai?place_id=1266352174013551“Listing surfaced without enough review evidence to rank.”
Passed
Walker Appliance Repair
brookswalkerappliancerepair.shop“An appliance repair service, not an HVAC company.”
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