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 Louisville 40245, KY

“My AC stopped cooling. Find me an HVAC company in Louisville, KY 40245 that can come out today.”

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 2026-10-04 23:54 UTC

  1. searched emergency AC repair Louisville KY 40245 same day service reviews
  2. read 3 pages
    • https://louisvilleair.com/
    • https://absoluteservices.net/areas-served/louisville/
    • http://chapmanengineering.net/
Allgeier Air's page as the assistant saw it
Picked

Allgeier Air

louisvilleair.com
“4.8 from 52 reviews with 24-hour service availability and priority service calls, 2.5 miles from the area.”

Instinct

Europe · Instinct over iMessage · asked 2026-10-16 15:32 UTC

Compass HVAC's page as the assistant saw it
Pickedwas shortlisted last round

Compass HVAC

callcompasshvac.com
“Page says 24/7 dispatch with 'same-day service windows' and a dispatcher answering every emergency call, and no weekend/after-hours trip fees (asterisked, terms not read); the most explicit same-day wording among pages read.”
Maeser's page as the assistant saw it
Shortlisted · choice 2

Maeser

maeser.com
“Page claims 24/7 emergency dispatch, 45+ years, licensed techs (#M7986, #HM06622) and a Louisville office at 11101 Electron Dr 40299, but it says a tech is assigned by location and availability and never promises same-day arrival.”
Fast Response HVAC's page as the assistant saw it
Shortlisted · choice 3was picked last round

Fast Response HVAC

fastresponseservice.com
“Page headline guarantees 'same-day or night' service with after-hours availability and lists 1,164 self-reported reviews, but its $60 service-fee offer reads 'through May 31st' so the page looks stale.”
Passed

Buehner HVAC

buehnerhvac.com
“Says 'same day response' and 24/7 phone, but only 'with the goal of' a same-day fix and copy is generic summer wording.”

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.

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