Real ChatGPT answer · index seedIqgx7iPKiM4completeBeauty and personal care · fragranceinformational
Are natural perfume oils actually better for sensitive skin compared to alcohol-based designer sprays, or is it just clean beauty marketing hype?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are natural perfume oils actually better for sensitive skin compared to alcohol-based designer sprays, or is it just clean beauty marketing hype?
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
natural fragrance oils vs alcohol perfume sensitive skin contact dermatitis evidence dermatology fragrance allergy Google ↗
fragrance allergy essential oils natural fragrance sensitization alcohol perfume skin irritation dermatology guidance Google ↗
- Allergic Contact Dermatitis to Fragrances · pubmed.ncbi.nlm.nih.gov
- Fragrance allergy · dermnetnz.org
- Allergic contact dermatitis to essential oils · dermnetnz.org
- Contact sensitization to essential oils: IVDK data of the years 2010-2019 · pubmed.ncbi.nlm.nih.gov
- Aromatherapy · fda.gov
- Fragrance Contact Allergy – A Review Focusing on Patch Testing · pmc.ncbi.nlm.nih.gov
- Fragrances in Cosmetics · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
natural fragrance oils vs alcohol perfume sensitive skin contact dermatitis evidence dermatology fragrance allergy OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
fragrance allergy essential oils natural fragrance sensitization alcohol perfume skin irritation dermatology guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |