picked by agentsPicked by Agents index · Plumbing in Knoxville, TN
We asked Meta Muse this exact question in September 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 2026-09-30 00:52 UTC
“Locally owned, licensed and insured (TN CMC-A #81991) with a 5.0 Google rating, real-person 24/7 phone answering, same-day diagnosis and replacement from stocked trucks, and firm itemized pricing with financing.”
“Family-owned since 1977, fully licensed and insured, with 24/7 emergency service, same-day appointments when possible, water heater replacement services, and a one-year labor warranty.”
“Knoxville family-owned shop for over 29 years with 24/7 emergency repairs, water heater installation, free estimates, and moderate pricing.”
“4.7 from 211 HomeAdvisor reviews with a strong leaking-heater review, but only seen via a directory rather than its own site.”
“Positive water heater install reviews, but seen only in a directory listing with less detail 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 September 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.
We run the questions your customers ask against your business every month and show you what the assistants saw.
Get your free report