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 Marietta, GA

“My AC stopped cooling. Find me an HVAC company in Marietta, GA 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 13:49 UTC

  1. searched best AC repair company Marietta GA same day emergency 24/7
  2. searched 24 hour AC repair Marietta Georgia HVAC company reviews
  3. searched "Marietta" GA air conditioning repair 24/7 "heating and air" company reviews
  4. read 3 pages
    • https://www.garrettmechanicalservices.com/
    • https://marbonductsteam.com/
    • https://www.summitheatingandair.com/

Instinct

Europe · Instinct over iMessage · asked 2026-10-11 22:04 UTC

  1. searched AC repair Marietta GA same day service
  2. searched HVAC company Marietta GA emergency AC repair
  3. searched Reliable Heating and Air BBB accredited Atlanta GA
  4. searched E Dennis air conditioning Marietta GA BBB reviews
  5. read 9 pages
    • https://reliableair.com/city/marietta
    • https://edennisacinc.com/hvac-marietta/ac-repair/
    • https://adhvacexperts.com/air-conditioning-repair-marietta
    • https://selfhvac.com/marietta-ga/ac-repair/
    • https://onehournorthatl.com/marietta/air-conditioning-repair
    • https://www.casteelair.com/locations/georgia/marietta/
    • https://www.swiftbrothers.com/marietta-ga/cooling/emergency-ac-repair/
    • https://www.bbb.org/us/ga/kennesaw/profile/residential-air-conditioning-contractors/reliable-heating-air-plumbing-electrical-0443-7268
    • https://www.bbb.org/us/ga/marietta/profile/heating-and-air-conditioning/e-dennis-ac-inc-0443-4000162
Casteel Heating, Cooling, Plumbing & Electrical's page as the assistant saw it
Shortlisted · choice 2New this round

Casteel Heating, Cooling, Plumbing & Electrical

casteelair.com
“Its Marietta page lists the local office (2218 Canton Road) as open 24 hours every day and advertises same-day service, with service in Marietta since 1987 (its own claims); no independent review page was opened for it.”
Reliable Heating & Air's page as the assistant saw it
Passed

Reliable Heating & Air

reliableair.com
“Its page advertises same-day service, a posted $89.99 diagnostic charge and 24/7 call or text, but BBB shows an accreditation suspension and no rating while its page claims BBB A+ accreditation, a conflict I could not resolve.”
Self Brothers Heating & Cooling's page as the assistant saw it
Passedwas shortlisted last round

Self Brothers Heating & Cooling

selfhvac.com
“Its FAQ claims 24/7 help and 'aim for same-day service whenever possible', but the Marietta page contains a copy-paste error mentioning Alpharetta and no prices.”
A&D HVAC's page as the assistant saw it
Passed

A&D HVAC

adhvacexperts.com
“It claims same-day 24/7 emergency service, but its stats (2,400+ repairs, under-60-minute response, 4.9 Google) are self-published and no prices are posted.”

No longer recommended since the last round: site:coolray.com

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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