Real ChatGPT answer · index seedOqKLTzIdRBkcompleteHome services and improvement · plumbingcomparison

Are Kohler toilet fill valves worth the extra money compared to the cheap ones at Walmart when fixing a constantly running tank

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Kohler toilet fill valves worth the extra money compared to the cheap ones at Walmart when fixing a constantly running tank
1 real search · 1 real-search pass
Kohler toilet fill valve replacement compatibility genuine Kohler vs universal Fluidmaster 400H reliabilityGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Kohler toilet fill valve replacement compatibility genuine Kohler vs universal Fluidmaster 400H reliability Google ↗
  1. View at Home Depot · homedepot.com
  2. View at Home Depot · homedepot.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kohler toilet fill valve replacement compatibility genuine Kohler vs universal Fluidmaster 400H reliability
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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