picked by agentsPicked by Agents index · Roofing in Oklahoma City, OK
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 2026-10-08 18:56 UTC
“Best first: OKC-area roofer with Malarkey, GAF, and Owens Corning certifications, HAAG-certified inspectors, free inspections, 100+ five-star Google reviews, a 5-year in-house labor warranty, and Malarkey Emerald Pro 50-year product / 25-year labor coverage on qualifying installs.”
“Native-American, family-owned OKC-metro roofer since 1995 with 450+ five-star Google reviews, an A+ BBB rating, and lifetime warranties advertised.”
“OKC-metro residential roofer specializing in full architectural-shingle roof replacements with verified Google reviews praising responsiveness and clean, fast work.”
“OKC roofer with a 4.93/5 listing rating but only seen via a business directory listing, with no verifiable site or reviews to evaluate.”
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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