picked by agentsPicked by Agents index · AC and heating repair in Austin 78746, TX
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.
United States · Meta Muse via a research connector · asked 2026-10-05 01:48 UTC
“Veteran-founded shop whose customers report full central system replacements at the lowest bid with a Lennox unit, honest sizing, and competitive pricing; roughly, a new AC installed in Austin runs $3,300-$5,900 on average.”
“Reviewers praise no-pressure quoting with next-day installation and expert attention to proper system sizing.”
“Licensed (TACLB38119E) Austin company with 15-year customer relationships and a track record of affordable pricing and fast summer response.”
“4.8 stars from 4,000+ reviews and 24/7 service, but evidence centered on repairs rather than installs.”
“Responsive Austin-area shop, but evidence comes from an anonymous PDF profile rather than verifiable customer reviews.”
Europe · Instinct over iMessage · asked 2026-10-16 17:56 UTC
“Its page says it does AC installation and replacement with home-based sizing, lists West Lake Hills among its service areas, and states a 2-year labor and 10-year parts warranty and an HVAC license number (TACLA56618C, as worded).”
“It has a dedicated West Lake Hills page (adjacent to 78746) covering AC, heat pump and ductless installation and replacement, with a license number shown (TACLB26354E, as worded) and a West Austin address.”
“Seen only as a search snippet, not opened, so not assessed.”
“Phone is 817 (Dallas-Fort Worth area) and the page is for a Westlake elsewhere; snippet only, not opened.”
“Page refers to North Texas, likely the wrong Westlake; snippet only, not opened.”
No longer recommended since the last round: site:hvacatx.com, site:efficienttexas.com, site:apcservicepros.com
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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