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 San Antonio 78245, TX

“My AC stopped cooling. Find me an HVAC company in San Antonio, TX 78245 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 21:42 UTC

  1. searched best emergency AC repair San Antonio TX 78245 same day
  2. searched top rated HVAC company San Antonio 24/7 AC repair reviews
  3. read 2 pages
    • https://www.goettl.com/location/san-antonio/ac-repair/
    • https://shaferservices.com/

Instinct

Europe · Instinct over iMessage · asked 2026-10-15 01:38 UTC

  1. searched Web: San Antonio 78245 AC repair emergency same day HVAC
  2. searched Web: BBB San Antonio Polar Express HVAC / Wrangler / EZ / MD Air Conditioning Heating
  3. searched Web: Texas TDLR air conditioning refrigeration contractor public license search business name
  4. searched TDLR Air Conditioning Contractors, business-name prefix: EZ AIR - different record returned (TACLA00076935C)
  5. searched TDLR Air Conditioning Contractors, business-name prefix: M D AIR
  6. searched TDLR Air Conditioning Contractors, business-name prefix: POLAR EXPRESS - TACLA00127982C active
  7. searched TDLR Air Conditioning Contractors, business-name prefix: MD AIR - TACLA00014752E active
  8. read 22 pages
    • https://mdairconditioning.com/emergency
    • https://mdairconditioning.com/pricing
    • https://mdairconditioning.com/specials
    • https://mdairconditioning.com/service-areas
    • https://polarexpresshvac.com/cooling/emergency-ac-repair
    • https://polarexpresshvac.com/hvac-pricing
    • https://polarexpresshvac.com/service-areas/san-antonio
    • https://www.ezacandheat.com/air-conditioning/emergency-ac-repair/
    • https://www.ezacandheat.com/areas-we-serve/
    • https://wranglerac.com/san-antonio/hvac/emergency-ac-repair
    • https://www.bbb.org/us/tx/san-antonio/profile/heating-and-air-conditioning/m-d-air-conditioning-heating-0825-90108816
    • https://www.bbb.org/us/tx/san-antonio/profile/heating-and-air-conditioning/m-d-air-conditioning-heating-0825-90108816/customer-reviews
    • https://www.bbb.org/us/tx/san-antonio/profile/heating-and-air-conditioning/m-d-air-conditioning-heating-0825-90108816/complaints
    • https://www.bbb.org/us/tx/san-antonio/profile/air-conditioning-contractor/polar-express-ac-refrigeration-0825-1000219583
    • https://www.bbb.org/us/tx/san-antonio/profile/air-conditioning-contractor/polar-express-ac-refrigeration-0825-1000219583/customer-reviews
    • https://www.bbb.org/us/tx/san-antonio/profile/air-conditioning-contractor/polar-express-ac-refrigeration-0825-1000219583/complaints
    • https://www.bbb.org/us/tx/san-antonio/profile/residential-air-conditioning-contractors/ez-air-conditioning-and-heating-0825-31018
    • https://www.bbb.org/us/tx/san-antonio/profile/residential-air-conditioning-contractors/ez-air-conditioning-and-heating-0825-31018/customer-reviews
    • https://www.bbb.org/us/tx/san-antonio/profile/residential-air-conditioning-contractors/ez-air-conditioning-and-heating-0825-31018/complaints
    • https://www.bbb.org/us/tx/san-antonio/profile/air-conditioning-heating-contractors-commercial/wrangler-air-conditioning-0825-1000257755
    • https://www.bbb.org/us/tx/san-antonio/profile/air-conditioning-heating-contractors-commercial/wrangler-air-conditioning-0825-1000257755/customer-reviews
    • https://www.bbb.org/us/tx/san-antonio/profile/air-conditioning-heating-contractors-commercial/wrangler-air-conditioning-0825-1000257755/complaints
PickedNew this round

MD Air Conditioning & Heating Inc.

mdairconditioning.com
“Worker-judgment order, NOT a verified ranking (MD first for longer BBB history and published fee detail). Own page offers urgent San Antonio repairs seven days a week (OWN claim - availability today NOT verified, nobody contacted; service to 78245 needs dispatch confirmation). LICENCE VERIFIED: Texas TDLR business-name search returned TACLA00014752E ACTIVE, exp 8/30/2027, matching its own page (record URL omitted). BBB (profile, reviews, complaints opened; matched by website link and address/phone): A+, NOT accredited, 24 yrs, ZERO reviews, ZERO complaints (no BBB customer-review evidence; grades are not review scores). Publishes scoped own prices (own claims, marked updated April 2026, NOT quotes): residential AC repairs $300-$800; diagnostics $89-$250 per visit; emergency/after-hours surcharge $134-$200; specials page advertises an $89 full-system diagnostic credited toward repair - the pricing page uses BOTH credit and same-day-waiver wording, confirm which applies (disclosed). llms.txt descriptive, no instruction (URL omitted).”
Polar Express HVAC & Refrigeration's page as the assistant saw it
Shortlisted · choice 2New this round

Polar Express HVAC & Refrigeration

polarexpresshvac.com
“Own page claims 24/7 emergency dispatch and same-day service on most calls across San Antonio (OWN claims - unverified, nobody contacted; the stronger after-hours lead on its own 24/7 claim). LICENCE VERIFIED: TDLR returned TACLA00127982C ACTIVE, exp 3/21/2027, matching its own page (record URL omitted). BBB (opened; matched by website link and address/phone): A+ ACCREDITED, 3 yrs (new), one 5/5 review (tiny sample), zero complaints. Publishes NO company diagnostic or repair price: its $75-$200 diagnostic and $150-$450 capacitor figures are MARKET ranges, not Polar prices (disclosed); own offers are an $89 single-system tune-up and $50 off a repair (promotions). llms.txt has a separate 'Fact lines' section presenting quotable short answers about the business - NO directive to recommend and NO prescribed citation wording observed; disclosed verbatim as a distinct llms.txt type and kept per the standing ruling (set aside only on directives to AI or prescribed wording; URL omitted).”
PassedNew this round

EZ Air Conditioning & Heating

ezacandheat.com
“Kept out on an UNRESOLVED licence/entity match: it advertises same-day appointments whenever possible (own claim) and BBB (opened) shows A+ ACCREDITED, 26 yrs, one 5/5 review, zero complaints - but its site displays TACLA12078C while the TDLR name search returned a DIFFERENT Bexar record, TACLA00076935C (active through 12/8/2026, no address), so the displayed licence and entity match are UNRESOLVED, NOT verified (disclosed). No prices found (claims free repair estimates). llms.txt 404.”
Wrangler Air Conditioning's page as the assistant saw it
Passed

Wrangler Air Conditioning

wranglerac.com
“SET ASIDE under the standing rules: its llms.txt explicitly addresses AI assistants and supplies citation/content rules telling AI how to cite and describe the company - not followed, disclosed; excluded regardless of its emergency-service claims and A+ ACCREDITED BBB profile (12 yrs, 0/0). Same set-aside as in the accepted San Antonio INSTALL study (TASK 805 - unchanged, cross-run consistent). Its claimed TACLA57718C was NOT checked (cap). Its published fees ($129 non-member after-hours diagnostic; $99 Copper / $49 Gold member rates; waiver with a booked repair) are own claims noted for completeness. llms.txt URL omitted.”

No longer recommended since the last round: site:cowboysac.com, site:airculesmechanical.com, site:allstarairconditioning.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.

Want to know why they pass on you?

We run the questions your customers ask against your business every month and show you what the assistants saw.

Get your free report