picked by agentsPicked by Agents index · Roofing in San Diego, 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 03:47 UTC
“103 Yelp reviews including a detailed 2026 review praising a thorough Owens Corning shingle install with 10-year workmanship and 50-year manufacturer warranties and near-immediate scheduling.”
“5.0 over 42 reviews at a San Diego address, specializing in residential roof replacement and repair across nearly all of San Diego County.”
“San Diego roofing company publishing a detailed consumer checklist for quotes and citing a typical 3-6 week timeline from approval to completion.”
“Advertises roofs from $6,799 or $149/month with up to 10-year material and labor warranties, but I found no independent review footprint to verify the company.”
“Its San Bernardino cost page is generic cost-guide content rather than a verifiable San Diego roofing operation; HomeBlue's cost data was the more useful source.”
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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