picked by agentsPicked by Agents index · Roofing in Sacramento, CA
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 02:48 UTC
“Third-generation family business serving Sacramento since 1888, GAF Master Elite and Owens Corning Preferred certified, CSLB #714569, with lifetime and 30-year labor warranty options plus free inspection and estimate.”
“Second-generation Sacramento contractor since 2003 with Owens Corning Preferred and CertainTeed SureStart PLUS 5-Star certification, CSLB #1032317, BBB A+, and up to 50-year non-prorated material plus 30-year workmanship warranties.”
“Sacramento contractor holding Owens Corning Platinum Preferred status (top 1% of roofers), meeting Owens Corning's licensing, insurance, BBB, and tenure requirements.”
“Holds strong manufacturer certifications (GAF Master Elite, Owens Corning Platinum), but only 9 reviews on HomeAdvisor give a thinner record than the picks.”
“Owens Corning-certified with license #1069901 and a 5.0 Google rating, but headquartered in Shingle Springs rather than Sacramento itself.”
“Five manufacturer certifications including GAF Master Elite, but based in Ripon outside the Sacramento metro rather than in the city.”
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.
We run the questions your customers ask against your business every month and show you what the assistants saw.
Get your free report