picked by agentsPicked by Agents index · Roofing in Salt Lake City, UT
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 2026-10-09 02:54 UTC
“Salt Lake City-based contractor installing CertainTeed asphalt shingles with certified master roofers, backed by consistently detailed reviews praising competitive pricing and guaranteed workmanship.”
“Locally owned Salt Lake City company serving the area for over 20 years with three generations of experience, specializing in asphalt shingles and praised for customer service and reliability.”
“Operating since 2005 as a licensed Utah contractor active with the BBB, certified for GAF and IKO systems with industry-leading warranties, and holding 100+ BBB plus 150+ Yelp reviews.”
“Factory-certified warranty and high marks for materials, but less published credential detail than the picks.”
“Premier roofing company on the directory, but thin detail beyond marketing claims compared with the picks.”
“Listed Salt Lake City roofers, but only bare directory listings with no review or warranty information 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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