Real ChatGPT answer · index seedzGQqleWOedUcompleteHome services and improvement · plumbingcomparison

Looking at Kohler versus Toto toilet parts for an older household model, which brand is easier to find at local hardware stores when something snaps on a Sunday afternoon?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at Kohler versus Toto toilet parts for an older household model, which brand is easier to find at local hardware stores when something snaps on a Sunday afternoon?
1 real search · 1 real-search pass
Kohler vs Toto toilet replacement parts availability at US hardware stores common parts flush valves fill valves flappersGoogle ↗
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 vs Toto toilet replacement parts availability at US hardware stores common parts flush valves fill valves flappers Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kohler vs Toto toilet replacement parts availability at US hardware stores common parts flush valves fill valves flappers
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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