The September 2026 Picks Index is live. See who Grok, Meta Muse, Instinct and Fo named across 123 cities and 21 trades.
picked by agents

Picked by Agents index · AC and heating repair in Keller, TX

“My AC is 16 years old and needs another repair. Who can give me an honest repair-or-replace opinion in Keller, TX?”

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 2026-09-30 00:00 UTC

  1. searched Keller TX AC repair replace second opinion 16 year system HVAC company
  2. read 5 pages
    • https://www.ellisac.com/area/keller-tx-ac-installation-and-replacement/
    • https://toocoolair.com/hvac-services-keller-tx
    • https://sealheatingandairconditioning.com/ac-replacement-keller-tx
    • https://www.familyfirstcomfort.com/services/hvac-estimates-second-opinions/keller
    • https://www.sealheatingandairconditioning.com/ac-replacement-keller-tx
Family First Comfort's page as the assistant saw it
Picked

Family First Comfort

familyfirstcomfort.com
“Its Keller page explicitly offers second opinions when a repair or replacement recommendation seems costly.”
Ellis Air Conditioning and Heating's page as the assistant saw it
Shortlisted · 2nd choice

Ellis Air Conditioning and Heating

ellisac.com
“Its Keller page addresses 15-plus-year systems and offers written, itemized assessments of older and dual-system homes.”
Too Cool Air's page as the assistant saw it
Shortlisted · 3rd choice

Too Cool Air

toocoolair.com
“Its Keller page emphasizes diagnostic measurements before making repair or replacement recommendations.”

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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