Picked
Hometown Roofing LLC
“50+ years in business, free inspections, installs several named shingle brands, and discusses warranty coverage and ventilation needs up front.”
- Picked
- Shortlisted
- Passed
Meta Muse
United States · Meta Muse via a research connector · asked 2026-10-08 19:50 UTC
Shortlisted · 2nd choice
Halo Roofing
“Licensed, bonded and insured; offers free estimates; praised for punctual arrivals, professional workmanship and insurance-claim help.”
Shortlisted · 3rd choice
CSF Exteriors
“Fully licensed and insured, offers free estimates and 24/7 emergency service, and has strong reviews for hail-damage insurance claim handling.”
How we ran this
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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