picked by agentsPicked by Agents index · AC and heating repair in Houston 77024, 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 2026-10-04 16:51 UTC
“4.7 from 936 reviews with 26 years in Houston, a strong first quote for a full AC install that averages around $6,375 locally.”
“A Houston contractor that publishes a transparent 2026 pricing guide ($7,500-$15,000 for a typical 2,000-sq-ft home), making it a good second quote source.”
“Houston-based with strong five-star testimonials for fast, honest, fairly priced AC work, a solid third quote option.”
“4.9 from 58 reviews, but more repair-focused and thinner on installation history than the picks.”
“Published a useful 2026 cost guide ($6,500-$14,500+), but less corroborated as an installer than the picks.”
Europe · Instinct over iMessage · asked 2026-10-13 10:15 UTC
“Publishes starting and range prices for AC installs and shows a TDLR license number that exists, with no BBB complaints, but it is not BBB accredited, has no BBB rating or reviews, its tenure claims conflict (2010 versus 2015), and its TDLR record lists a different county and DBA, so identity is unconfirmed.”
“Publishes a tiered price table and has an active TDLR license, but its llms.txt is agent-directed and contains internal build notes, and its self-reported review figures conflict with Birdeye.”
“Active TDLR license, but it reads as a lead-generation site with unverified '3,600+ reviews' and 'BBB A+' claims, no BBB profile found and no installed prices.”
“Claims family-owned since 1968 and BBB shows 58 years with no complaints, but it has no prices, no BBB reviews and no TDLR record under that name.”
“Service page shows no prices, license number or tenure.”
“Promises upfront pricing and 0% financing but shows no actual prices or license number.”
“Only its blog cost guide was read and the company was not verified further.”
No longer recommended since the last round: site:leethompsonac.com, site:airtonheatingac.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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