The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 245 cities and 22 trades.
picked by agents

Picked by Agents index · Roofing in St. Louis, MO

“Find three roofers in St. Louis, MO for an asphalt-shingle roof replacement. Compare published pricing, credentials, warranties and availability for an inspection.”

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.

Meta Muse

United States · Meta Muse via a research connector · asked 2026-10-09 08:50 UTC

  1. searched best roofing company St. Louis MO shingle roof replacement reviews
  2. read 5 pages
    • https://www.bestprosintown.com/mo/st.-louis/frederic-roofing-co-/
    • https://cardinalcontractors.com/about/
    • https://www.bestprosintown.com/mo/st.-louis/lifetime-roofing-and-renovation-/
    • http://www.saintlouisroofing.com/
    • https://www.totalroofingstl.com/reviews/
Frederic Roofing Company's page as the assistant saw it
Picked

Frederic Roofing Company

bestprosintown.com
“Family-owned St Louis roofer serving the community for over 90 years, fully licensed and insured, with reviews citing fair competitive pricing and professional efficient crews.”
Cardinal Contractors's page as the assistant saw it
Shortlisted · choice 2

Cardinal Contractors

cardinalcontractors.com
“15,000+ roofing projects since 2012 with 630+ five-star Google reviews at a 4.8 average, manufacturer partnerships with GAF, Owens Corning, CertainTeed, TAMKO, and Atlas, and free inspections.”
Passed

Total Roofing

totalroofingstl.com
“Positive St Louis shingle-roofing reviews, but thinner review footprint and no credential detail on the page checked.”

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.

Want to know why they pass on you?

We run the questions your customers ask against your business every month and show you what the assistants saw.

Get your free report