Real ChatGPT answer · index seedGykMuWEdp74completeBeauty and personal care · clean beautycomparison

What is the best way to transition my daily grooming routine to an aluminum free deodorant that won't stain my clothes during long work days?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to transition my daily grooming routine to an aluminum free deodorant that won't stain my clothes during long work days?
1 real search · 1 real-search pass
best aluminum-free deodorants long lasting clear formula clothing stains review 2026Google ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best aluminum-free deodorants long lasting clear formula clothing stains review 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1