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picked by agents

Picked by Agents index · AC and heating repair in Columbia, SC

“Who is the best AC repair company in Columbia, SC?”

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 21:44 UTC

  1. searched best AC repair company Columbia SC reviews
  2. searched top rated HVAC company Columbia South Carolina emergency AC repair 24/7
  3. read 2 pages
    • https://carolinacomfortsc.com/ac-repair-columbia-sc/
    • https://eliteaircolumbia.com/cooling/central-ac-services/ac-repair/
Elite Air & Heat's page as the assistant saw it
Shortlisted · choice 2

Elite Air & Heat

eliteaircolumbia.com
“Rated 4.9 out of 5 on Google with reviews praising fast, honest, reasonably priced AC repairs and quick scheduling.”

Instinct

Europe · Instinct over iMessage · asked 2026-10-15 04:12 UTC

  1. searched Columbia SC AC repair company locally owned licensed air conditioning repair
  2. searched BBB On Call Shealy All American Polar Express heating air Columbia SC business profile
  3. searched South Carolina LLR mechanical contractor license lookup business name
  4. searched BBB Robert L Shealy Heating Air Conditioning West Columbia
  5. searched SC LLR Commercial Contractors company-name lookup: All American; other search fields left blank; Find clicked (no records returned; image CAPTCHA remained, not solved - a blocked check, not zero records)
  6. searched Shealy Heating Air Conditioning West Columbia BBB [domain restricted to bbb.org]
  7. searched "Robert L Shealy" "Heating" [domain restricted to bbb.org]
  8. read 19 pages
    • https://oncallsc.com/
    • https://scpolarexpress.com/
    • https://allamericanheatingandair.com/
    • https://www.shealyhvac.com/
    • https://oncallsc.com/air-conditioning
    • https://allamericanheatingandair.com/ac-repair-columbia-sc/
    • https://www.shealyhvac.com/air-conditioning
    • https://scpolarexpress.com/ac-repair-feeling-back-to-normal-in-no-time/
    • https://allamericanheatingandair.com/about/
    • https://www.shealyhvac.com/about-us
    • https://www.bbb.org/us/sc/columbia/profile/plumber/on-call-plumbing-heating-air-llc-0663-34068389
    • https://www.bbb.org/us/sc/columbia/profile/plumber/on-call-plumbing-heating-air-llc-0663-34068389/customer-reviews
    • https://www.bbb.org/us/sc/columbia/profile/plumber/on-call-plumbing-heating-air-llc-0663-34068389/complaints
    • https://www.bbb.org/us/sc/west-columbia/profile/air-conditioning-contractor/all-american-heating-air-inc-0663-27000438
    • https://www.bbb.org/us/sc/west-columbia/profile/air-conditioning-contractor/all-american-heating-air-inc-0663-27000438/customer-reviews
    • https://www.bbb.org/us/sc/west-columbia/profile/air-conditioning-contractor/all-american-heating-air-inc-0663-27000438/complaints
    • https://www.bbb.org/us/sc/ridgeway/profile/heating-and-air-conditioning/polar-express-heating-and-air-llc-0663-34351323
    • https://www.bbb.org/us/sc/ridgeway/profile/heating-and-air-conditioning/polar-express-heating-and-air-llc-0663-34351323/customer-reviews
    • https://www.bbb.org/us/sc/ridgeway/profile/heating-and-air-conditioning/polar-express-heating-and-air-llc-0663-34351323/complaints
All American Heating & Air, Inc's page as the assistant saw it
Pickedwas shortlisted last round

All American Heating & Air, Inc

allamericanheatingandair.com
“'Best' is the worker's judgment of limited opened evidence, NOT a verified ranking (basis: AC-repair scope and diagnostic explanation, BBB history/rating/review sample/complaints, longevity, disclosed credentials and fees). The strongest opened track record: matching local BBB profile (by website AND address, 3220 Leaphart Road, West Columbia; local-company profile, not corporate-wide) A+, accredited, 35 yrs, 0 complaints - but 0 REVIEWS, so there is no customer feedback to judge (zero reviews is not positive testimony - disclosed). Own About page says established in 1991 (consistent). Licence check MISSING: the SC LLR form accepted the name and Find was clicked but NO records returned while an image CAPTCHA remained - a BLOCKED check, not a zero-record result (disclosed; not evidence of unlicensed operation).”
On Call Plumbing Heating & Air, LLC's page as the assistant saw it
Shortlisted · choice 2New this round

On Call Plumbing Heating & Air, LLC

oncallsc.com
“Its detailed AC diagnostic approach and PUBLISHED diagnostic fee ($89, waived when the customer proceeds with repair - SCOPED own-page figure, no repair total) plus a matching A+ accredited BBB profile (by website and address, 3770 Fernandina Road, Columbia; local profile) with 2 five-star reviews (thin sample) and 1 complaint in 3 yrs (in the last 12 months, marked RESOLVED, about PLUMBING not AC - disclosed). Own site says family-owned since 2011 vs BBB's 2009 start (UNRECONCILED - disclosed). Its own 'Mechanical License CLM.111515 MC', NATE and insurance claims are UNVERIFIED (licence check missing - disclosed).”
PassedNew this round

Polar Express Heating and Air, LLC

scpolarexpress.com
“Although BBB shows A+ and zero complaints (matched by website and address, 24 Doe Trail, Ridgeway; not accredited, 7 yrs), its single one-star BBB review ALLEGES poor AC warranty follow-up (allegation, not a finding - disclosed), its website's since-2010 claim CONFLICTS with BBB's 2019 business-start record (unreconciled), and its provider-selected 4.9/75 Google rating dated September 23, 2026 was not independently opened.”
Robert L. Shealy Heating & Air Conditioning's page as the assistant saw it
PassedNew this round

Robert L. Shealy Heating & Air Conditioning

shealyhvac.com
“Its own site describes AC diagnosis and service since 1964 (own claim), but NO matching BBB profile was found within the cap (coverage missing, not zero) and its licence could not be independently verified.”

No longer recommended since the last round: site:stoudenmireheating.com, site:carolinacomfortsc.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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