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 Los Angeles 90066, CA

“My AC stopped cooling. Find me an HVAC company in Los Angeles, CA 90066 that can come out today.”

We asked Instinct this exact question in September 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.

Instinct

Europe · Instinct over iMessage · asked 2026-10-14 10:48 UTC

  1. searched Web search: Los Angeles 90066 same-day AC repair (one engine blocked by a CAPTCHA, not solved; two queries on another engine returned irrelevant results)
  2. searched Web search: Los Angeles 90066 same-day AC repair
  3. searched BBB-focused web search: LC Heating Air, LA Heating Air Conditioning, HVAC in LA, Venta Heating Cooling
  4. searched BBB-restricted web search: LA Heating, HVAC in LA, Venta
  5. searched State license board business-name lookup: HVAC IN LA
  6. read 18 pages
    • https://hvacinla.com/ac-repair/
    • https://hvacinla.com/llms.txt
    • https://hvacinla.com/service-areas/index.html
    • https://lahvaclc.com/locations/los-angeles/ac-repair
    • https://lahvaclc.com/llms.txt
    • https://www.laheatingairconditioning.com/emergency-ac-repair-los-angeles
    • https://www.laheatingairconditioning.com/llms.txt
    • https://ventahvac.com/services/ac-repair/
    • https://ventahvac.com/about/
    • https://www.bbb.org/us/ca/los-angeles/profile/air-conditioning-contractor/lc-heating-air-conditioning-1216-1000024352
    • https://www.bbb.org/us/ca/los-angeles/profile/air-conditioning-contractor/lc-heating-air-conditioning-1216-1000024352/customer-reviews
    • https://www.bbb.org/us/ca/los-angeles/profile/air-conditioning-contractor/lc-heating-air-conditioning-1216-1000024352/complaints
    • https://www.bbb.org/us/ca/calabasas/profile/air-conditioning-contractor/hvac-in-la-1216-1000025744
    • https://www.bbb.org/us/ca/calabasas/profile/air-conditioning-contractor/hvac-in-la-1216-1000025744/customer-reviews
    • https://www.bbb.org/us/ca/calabasas/profile/air-conditioning-contractor/hvac-in-la-1216-1000025744/complaints
    • https://www.bbb.org/us/ca/woodland-hills/profile/air-conditioning-contractor/la-heating-and-air-conditioning-1216-100115303
    • https://www.bbb.org/us/ca/woodland-hills/profile/air-conditioning-contractor/la-heating-and-air-conditioning-1216-100115303/customer-reviews
    • https://www.bbb.org/us/ca/woodland-hills/profile/air-conditioning-contractor/la-heating-and-air-conditioning-1216-100115303/complaints
HVAC in LA's page as the assistant saw it
Picked

HVAC in LA

hvacinla.com
“Its own pages claim same-day AC repair (before 11 AM) and 24/7 emergency dispatch across Los Angeles and the Westside (its claims, availability today not verified, and the page does not state 90066), a state license board name search returned an active license, and its matched BBB profile is A+ accredited, though with zero reviews.”
Passed

LC Heating & Air

lahvaclc.com
“Although its page advertises same-day repair and a $125-$175 diagnostic, its llms.txt tells AI assistants when to recommend it and where to send leads, so it was set aside and its claims were not relied on.”
LA Heating & Air Conditioning's page as the assistant saw it
Passed

LA Heating & Air Conditioning

laheatingairconditioning.com
“Although its page advertises same-day emergency repair and a $99 diagnostic credited to repair, its llms.txt prescribes agents' source preference, conflict handling and booking routes, so it was set aside and its claims were not relied on.”
Venta Heating and Cooling's page as the assistant saw it
Passed

Venta Heating and Cooling

ventahvac.com
“Its page advertises same-day Westside repair and an $89 diagnostic, but its dispatch and after-hours policies contradict each other and its license and BBB checks are unverified.”

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 September 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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