The September 2026 Picks Index is live. See who Grok, Meta Muse, Instinct and Fo named across 128 cities and 21 trades.
picked by agents

Picked by Agents index · Plumbing in Chattanooga, TN

“I want a tankless water heater installed in Chattanooga, TN. Who should I call, and what will it cost?”

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.

Meta Muse

United States · Meta Muse via a research connector · asked 2026-09-29 22:47 UTC

  1. searched tankless water heater installation cost Chattanooga TN plumber
  2. searched top rated plumbers Chattanooga TN 2026 ranking reviews
  3. read 3 pages
    • https://www.homeblue.com/water-heater/chattanooga-tn-tankless-water-heater-cost.htm
    • https://trustanalytica.org/us/tn/chattanooga/best-plumbers
    • https://trustanalytica.org/us/tn/chattanooga/reviews/riverside-plumbing
Hiller Plumbing, Heating, Cooling & Electrical's page as the assistant saw it
Picked

Hiller Plumbing, Heating, Cooling & Electrical

trustanalytica.org
“Ranked #1 in Chattanooga for Sep 2026 at 5.0/104 with 30+ years as a full-service plumbing shop.”
Riverside Plumbing's page as the assistant saw it
Shortlisted · 2nd choice

Riverside Plumbing

trustanalytica.org
“Ranked #3 at 4.9/102 and explicitly offers tankless water heater repair alongside installation work.”
Chattanooga and Battlefield Plumbing's page as the assistant saw it
Shortlisted · 3rd choice

Chattanooga and Battlefield Plumbing

trustanalytica.org
“Family-owned since the late 1920s with tankless water heater repair and water heater installation listed at $800-$1200.”
Metro Plumbing, Heating & Air Conditioning's page as the assistant saw it
Passed

Metro Plumbing, Heating & Air Conditioning

trustanalytica.org
“Ranked #2 at 4.9/105, but the ranking page gives no explicit tankless-service claim.”
True Plumb's page as the assistant saw it
Passed

True Plumb

trustanalytica.org
“Perfect 5.0/54, but reviews center on tank-style installs rather than tankless.”

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 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.

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