Real ChatGPT answer · index seedZ9lPN45k5xYcompleteHome services and improvement · plumbinglocal

Looking for a local distributor in Timonium that sells specialized Kohler toilet parts and ceramic valve cartridges for older custom bathroom installations

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a local distributor in Timonium that sells specialized Kohler toilet parts and ceramic valve cartridges for older custom bathroom installations
1 real search · 1 real-search pass
Timonium Maryland plumbing supply Kohler parts ceramic valve cartridges specialty plumbing parts distributorGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Timonium Maryland plumbing supply Kohler parts ceramic valve cartridges specialty plumbing parts distributor Google ↗
  1. Company website · schumacherseiler.com
  2. APR Supply website · aprsupply.com
  3. Branch information · northeastern.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Timonium Maryland plumbing supply Kohler parts ceramic valve cartridges specialty plumbing parts distributor
OBSERVED
Google ↗
AI Mode ↗
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