Real ChatGPT answer · index seeddU4XZ5ga5tAcompleteBeauty and personal care · salons and spascommercial
What specific hypoallergenic facial protocols do top rated aesthetician spas use for clients with severe contact dermatitis?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific hypoallergenic facial protocols do top rated aesthetician spas use for clients with severe contact dermatitis?
3 real searches · 1 real-search pass
severe allergic contact dermatitis skin care avoid allergens patch testing fragrance-free dermatology guidance facial proceduresGoogle ↗
OBSERVEDInstruction
American Academy Dermatology contact dermatitis skin care patch testing fragrance-free products guidanceGoogle ↗
OBSERVEDInstruction
National Eczema Association sensitive skin facial treatments contact dermatitis avoid irritantsGoogle ↗
OBSERVEDDefinition
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
severe allergic contact dermatitis skin care avoid allergens patch testing fragrance-free dermatology guidance facial procedures Google ↗
American Academy Dermatology contact dermatitis skin care patch testing fragrance-free products guidance Google ↗
National Eczema Association sensitive skin facial treatments contact dermatitis avoid irritants Google ↗
- FAQs: Contact Dermatitis & Eczema · contactderm.org
- British Association of Dermatologists’ guidelines for the management of contact dermatitis 2017 | British Journal of Dermatology · academic.oup.com
- Allergens in Cosmetics · fda.gov
- CONTACT DERMATITIS · aaaai.org
- How to test skin care products · aad.org
- Patch testing can find what's causing your rash · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
severe allergic contact dermatitis skin care avoid allergens patch testing fragrance-free dermatology guidance facial procedures OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology contact dermatitis skin care patch testing fragrance-free products guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
National Eczema Association sensitive skin facial treatments contact dermatitis avoid irritants OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |