Real ChatGPT answer · index seedXDCYxmhzvcUcompleteBeauty and personal care · men's groominginformational
What is the best routine to follow when transitioning from antiperspirant to a sensitive skin deodorant without smelling awful during the adjustment period?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best routine to follow when transitioning from antiperspirant to a sensitive skin deodorant without smelling awful during the adjustment period?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
transition from antiperspirant to deodorant sensitive skin underarm odor dermatology advice aluminum antiperspirant sweat Google ↗
sensitive skin deodorant fragrance free irritation underarm dermatology recommendations Google ↗
- Are Aluminum-Free Deodorants Better For You? · scripps.org
- Armpit Detox: Does It Really Work? · health.clevelandclinic.org
- Dermatitis of the Underarm Area · doctorkatta.com
- Deodorant for Sensitive Skin 2026 · ulta.com
- Dermatologists' top tips for relieving dry skin · aad.org
- Eczema types: Atopic dermatitis skin care · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
transition from antiperspirant to deodorant sensitive skin underarm odor dermatology advice aluminum antiperspirant sweat OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
sensitive skin deodorant fragrance free irritation underarm dermatology recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |