picked by agentsPicked by Agents index · Plumbing in Sacramento, CA
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 08:46 UTC
“Publishes dedicated Sacramento tankless installation guides with transparent cost detail (large-home gas tankless installs typically $3,000-$8,000+, unit $1,000-$3,000), and offers transparent quotes from nearly 40 years of local experience.”
“Sacramento company with a detailed tankless cost breakdown (units $500-$2,500, installation $500-$3,500, permits $50-$200), free estimates, and 24-hour hours.”
“5.0 Google-rated Sacramento shop with same-day service that handles full tankless upgrades including gas line work and permits.”
“A small general contractor on Porch's tankless list, with less water-heater-specific evidence than the picks.”
“Appears on Porch's tankless list with only 6 reviews and no independent site to evaluate, so the picks' evidence was stronger.”
“Strong tank water-heater credentials on HomeAdvisor, but the picks publish dedicated Sacramento tankless content and cost guidance.”
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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