picked by agentsPicked by Agents index · Roofing in San Antonio, TX
We asked Meta Muse 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 2026-10-03 00:40 UTC
“Publishes exact residential roof replacement pricing online (an $18,500 published quote beat $32,000-$36,000 bids on the same 5,000 sqft roof), holds a City of San Antonio residential roofing license, Owens Corning Preferred Contractor status, $1M general liability, and the same crew since 2009.”
“4.9 across 343 reviews with A+ BBB accreditation, lifetime product warranties plus a 10-year workmanship warranty and free 1-year inspection, installing Owens Corning, GAF and CertainTeed shingles.”
“GAF-certified installers since 1992 offering an outstanding lifetime workmanship warranty with a straightforward warranty-claim process, though premium-priced.”
“Same-day repairs but a one-person repair shop with a single review, not a full-replacement roofer.”
No longer recommended since the last round: site:rhinoroofers.com, site:murrayjournal.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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