Real ChatGPT answer · index seedUdhQ1adUjRYcompleteHome services and improvement · contractors and remodelingbrand

Can you look up recent recalls or quality issues with Kohler bathroom vanities and sinks before we buy fixtures for our upcoming renovation

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you look up recent recalls or quality issues with Kohler bathroom vanities and sinks before we buy fixtures for our upcoming renovation
3 real searches · 1 real-search pass
Kohler bathroom vanity sink recall quality issues 2026 2025 CPSCGoogle ↗
OBSERVEDReason
site:cpsc.gov Kohler vanity sink recallGoogle ↗
OBSERVEDOther / navigational
Kohler bathroom vanity sink complaints defects cracking finish installation reviewsGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kohler bathroom vanity sink recall quality issues 2026 2025 CPSC
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
site:cpsc.gov Kohler vanity sink recall
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Kohler bathroom vanity sink complaints defects cracking finish installation reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1