Real ChatGPT answer · index seedYYtabtkUPq8completeBeauty and personal care · fragranceinformational
My skin gets so irritated easily, so what are the best hypoallergenic natural perfume oils available on the market right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My skin gets so irritated easily, so what are the best hypoallergenic natural perfume oils available on the market right now?
1 real search · 1 real-search pass
best hypoallergenic natural perfume oils sensitive skin ingredient lists fragrance allergens patch testing 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)
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
best hypoallergenic natural perfume oils sensitive skin ingredient lists fragrance allergens patch testing 2026 Google ↗
- Allergens in Cosmetics · fda.gov
- Fragrance Contact Allergy – A Review Focusing on Patch Testing · pmc.ncbi.nlm.nih.gov