Real ChatGPT answer · index seedCyIm69op1rQcompleteBeauty and personal care · men's groominginformational

My husband gets painful red bumps from almost every deodorant he tries so what brands are truly hypoallergenic and sensitive skin approved?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My husband gets painful red bumps from almost every deodorant he tries so what brands are truly hypoallergenic and sensitive skin approved?
1 real search · 1 real-search pass
best fragrance-free deodorants for sensitive skin contact dermatitis ingredients Vanicream Almay 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).

Searches and sources

ChatGPT1 real searches · gpt-6
best fragrance-free deodorants for sensitive skin contact dermatitis ingredients Vanicream Almay 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best fragrance-free deodorants for sensitive skin contact dermatitis ingredients Vanicream Almay 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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