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 Los Angeles, CA

“Can I get an AC replacement quote online in Los Angeles, CA? Who makes that easy?”

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 09:41 UTC

  1. searched AC replacement online quote Los Angeles HVAC instant quote company
  2. searched best air conditioning replacement companies Los Angeles CA reviews top rated
  3. read 3 pages
    • https://jwheatingandair.com/
    • search-results://query?query=AC replacement online quote Los Angeles HVAC instant quote company
    • search-results://query?query=best air conditioning replacement companies Los Angeles CA reviews top rated
LA Heating and Air's page as the assistant saw it
Shortlisted · 2nd choice

LA Heating and Air

bismarcknewsupdates.com
“Provides a free estimate that includes a full LADWP/state rebate breakdown before any work begins, with CA license #952950 and approved-contractor status.”
Shortlisted · 3rd choice

Brody Pennell Heating & Air Conditioning

“The highest-reviewed LA HVAC contractor I found (4.9, 2,077 reviews), though the quote process appears to run through its standard online scheduling.”
Passed

Cooling & Heat (AC Replacement quiz site)

“A 30-second eligibility quiz promising AC replacement from $6,997, but it is a lead-capture funnel with pressure tactics and no clear licensed contractor named.”

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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