Real ChatGPT answer · index seed96indvxeCmwcompleteHome services and improvement · plumbinglocal

Can you recommend a licensed plumber in New Orleans who specializes in fixing leaky Moen shower valves without completely tearing out the tile surround?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend a licensed plumber in New Orleans who specializes in fixing leaky Moen shower valves without completely tearing out the tile surround?
1 real search · 1 real-search pass
New Orleans licensed plumber Moen shower valve repair cartridge no tile removal reviews Louisiana licenseGoogle ↗
OBSERVEDReason

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
New Orleans licensed plumber Moen shower valve repair cartridge no tile removal reviews Louisiana license Google ↗
  1. Website and service information · bienvenu.com
  2. Metairie HVAC Company · bienvenu.com
  3. General Plumbing Repairs Metairie, New Orleans | 24/7 Service · bienvenu.com
  4. Website · noelsplumbing.net
  5. About Noel's Plumbing LLC · noelsplumbing.net
  6. Website · donniesplumbing.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New Orleans licensed plumber Moen shower valve repair cartridge no tile removal reviews Louisiana license
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1