picked by agentsPicked by Agents index · Plumbing in Arlington, TX
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 2026-10-01 11:40 UTC
“80 years serving North Texas, 24/7 with same-day or next-day Arlington installs (emergency replacements in 4-6 hours), licensed and permit-handling; expect roughly $1,400-$2,600 for a standard tank replacement.”
“Arlington-based specialist with 22 years in business and reviews describing same-day leaking-water-heater replacements, currently advertising $75 off a water heater install.”
“Arlington water-heater-only shop with 23 years in business, same-day tank and tankless installs, and a review praising honest competitive pricing on a leaking unit.”
“Skipped: 24/7 emergency claim but only one Porch review, thinner evidence than the picks.”
“Skipped: thin listing with no pricing or reviews surfaced.”
“Skipped: Irving-based water heater shop with no Arlington-specific track record found.”
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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