picked by agentsPicked by Agents index · Roofing in Naperville, IL
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 15:01 UTC
“Naperville-focused roofer with a 9.2/10 trust score, perfect 5.0 review-platform ratings, 273 Naperville projects, a 10-year workmanship warranty, Owens Corning Preferred status, BBB A+, and a no-deposit policy.”
“Family-owned roofer since 1997 with BBB A+, 4.9 Google stars, asphalt-shingle replacement, and free inspections with same-day scheduling and appointments available within days.”
“Naperville-based roofer with a 5.0 rating across 125 reviews, asphalt-shingle replacement specialization, and an exclusive Malarkey Emerald Pro warranty.”
“Listed among local addresses, but no warranty or inspection detail surfaced to rank it above the picks.”
“Local address, but thinner published review and warranty evidence than the picks.”
“Naperville-address roofer with less verifiable review and warranty detail than the picks.”
“Naperville roofer with thinner published evidence on asphalt replacement credentials than the picks.”
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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