picked by agentsPicked by Agents index · Plumbing in Columbus, OH
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 2026-10-03 02:49 UTC
“Serving greater Columbus for 12 years with 24/7 emergency service, free estimates, transparent pricing, and a 4.3-star rating with strongly positive water-tank reviews.”
“A Columbus-area specialist focused on water heater repair and installation rather than a generalist, a good fit when water heating is the issue.”
“Full-service Columbus-area plumbing team at 1182 S Front St, kept third because no ratings surfaced in the results I found.”
“Local Columbus plumber with emergency and water heater services, but only a directory card with no ratings surfaced.”
“Columbus-area shop with weekday hours, but no ratings or standout credentials surfaced.”
“Listed as a Columbus plumbing contractor, but no ratings or review depth surfaced.”
“20+ years experience and 5 Porch reviews, but only found on a directory page.”
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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