The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 209 cities and 22 trades.
picked by agents

Picked by Agents index · AC and heating repair in New Orleans, LA

“My AC stopped cooling. Find me an HVAC company in New Orleans, LA that can come out today.”

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 2026-10-04 19:43 UTC

  1. searched best same-day AC repair New Orleans LA
  2. read 5 pages
    • https://www.keefes.com/air-conditioning/repair/
    • https://www.bienvenu.com/services/cooling/ac-repair-service/
    • https://offers.surgisac.com/ac/?brand=Surgi%27s+Heating+%26+Air&city=New+Orleans&brand_address=4308+Firestone+Rd+Metairie+LA
    • https://aircendro.com/ac-repair-new-orleans/
    • https://neworleansmechanicalpros.com/blog/ac-repair-service-new-orleans-reliable-home-cooling-from-new-orleans-mechanical-pros/
Keefe's's page as the assistant saw it
Picked

Keefe's

keefes.com
“Offers same-day AC repair across Greater New Orleans and has served the area since 1979 with a 24/7 call center.”
Shortlisted · 2nd choice

Bienvenu Brothers

bienvenu.com
“Provides 24/7 emergency AC repair in the Metairie and greater New Orleans area and performs common repairs same-day.”
Shortlisted · 3rd choice

Surgi's Heating & Air

surgisac.com
“Advertises same-day AC service with upfront pricing and a 100% satisfaction guarantee, plus a review of an appointment moved to same-day.”
Passed

Aircendro

aircendro.com
“Advertises same-day dispatch, but is a connection/dispatch service rather than the HVAC contractor itself.”

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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