Real ChatGPT answer · index seedcKQB94BmAl0completeBeauty and personal care · men's groomingcommercial
Which fragrance free deodorant for sensitive skin do dermatologists actually recommend for men who sweat heavily at work?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which fragrance free deodorant for sensitive skin do dermatologists actually recommend for men who sweat heavily at work?
1 real search · 1 real-search pass
dermatologist recommended fragrance free antiperspirant sensitive skin heavy sweating Vanicream Certain Dri Dove clinicalGoogle ↗
OBSERVEDConsequence
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)
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
ChatGPT1 real searches · gpt-6
dermatologist recommended fragrance free antiperspirant sensitive skin heavy sweating Vanicream Certain Dri Dove clinical Google ↗
- The Best Deodorant, Recommended by 3 Dermatologists · parade.com
- 9 Best Deodorants for Sensitive Skin, Per Dermatologists · prevention.com
- 6 Best Deodorants for Sensitive Skin to Keep You Fresh Without the Sting · allure.com
- Product details · vanicream.com
- Antiperspirant vs. Deodorant: Dermatologists Explain the Key Differences · allure.com
- Best Roll-On Deodorants of 2026, According to Dermatologists · nbcnews.com
- 8 Best Antiperspirants of 2026 to Keep You Dry All Day Long · allure.com
- Certain Dri official website · certaindri.com
- See product · cvs.com
- Hyperhidrosis: 6 tips dermatologists give their patients · aad.org