picked by agentsPicked by Agents index · AC and heating repair in Keller, TX
We asked Meta Muse and 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.
United States · Meta Muse via a research connector · asked 2026-09-28 20:56 UTC
“Dedicated Keller AC installation and replacement page offering free estimates, next-day installation, a money-back guarantee, and 700+ five-star reviews, with Texas HVAC license TACLA-54319E displayed; expect installed costs roughly in the Fort Worth 2026 range of $7,500-$13,500 for a standard replacement, or $5,000-$12,000 for basic installs.”
“Keller-based company (5625 Egg Farm Rd) advertising 0% interest for 48 months on new AC installations with a 4.9-star aggregate from 385 reviews, useful if financing the replacement; typical Keller/Fort Worth full-system installs run $7,500-$13,500, premium systems $13,000-$20,000+.”
“Serves Keller with written upfront estimates, proper load-calculation sizing, flexible financing, and a free no-obligation second opinion (Free Price Check) on any existing replacement quote so you can sanity-check the other two bids.”
“Offers free estimates on AC installations in Keller, but its independent review base and service history are thinner than the picks.”
“Seen only via a search snippet covering Keller zips 76248/76262 with a free estimate offer, but based in Richardson and with no verifiable local installation track record.”
“Seen only via a search snippet; offers financing and installation FAQs but is Southlake-based and lacks Keller-specific quote evidence.”
“Seen only via a citylocal101 directory snippet; closed weekends and a $$$ price range make it less useful for getting quick competitive quotes.”
Europe · Instinct over iMessage · asked 2026-09-28 21:00 UTC
“Its Keller page names license TACLA126718E and publishes installed replacement tiers of $8,000–$20,000+ with labor warranties and a free estimate.”
“It offers free in-home estimates and written itemized replacement proposals in Keller, with stated Carrier dealer status and over 50 years in DFW.”
“Its Keller page covers system sizing, removal, installation, and labor and manufacturer warranties with upfront pricing.”
“Its Keller page focuses more on same-day repairs than a detailed replacement quote.”
“It offers installations in Keller but did not publish a comparable installed price on the page reviewed.”
“It publishes Keller starting costs but the page reviewed did not provide the same installation and credential detail as the selected installers.”
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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