Real ChatGPT answer · index seedN4C9piuKjI4completeBeauty and personal care · anti-aginginformational
What is the best way to transition from a basic drugstore moisturizer to a dedicated anti-aging regimen without triggering severe contact dermatitis or cystic breakouts?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to transition from a basic drugstore moisturizer to a dedicated anti-aging regimen without triggering severe contact dermatitis or cystic breakouts?
2 real searches · 1 real-search pass
American Academy of Dermatology retinoid how to apply irritation sensitive skin patch test contact dermatitis skincare fragrance free moisturizer acne proneGoogle ↗
OBSERVEDInstruction
AAD contact dermatitis skin care patch testing product use retinoid acne prone skin moisturizer noncomedogenicGoogle ↗
OBSERVEDReason
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
American Academy of Dermatology retinoid how to apply irritation sensitive skin patch test contact dermatitis skincare fragrance free moisturizer acne prone Google ↗
AAD contact dermatitis skin care patch testing product use retinoid acne prone skin moisturizer noncomedogenic Google ↗
- How to test skin care products · aad.org
- 7 rosacea skin care tips dermatologists recommend · aad.org
- Moisturizer: Why you may need it if you have acne · aad.org
- Acne: Diagnosis and treatment · aad.org
- Retinoid or retinol? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology retinoid how to apply irritation sensitive skin patch test contact dermatitis skincare fragrance free moisturizer acne prone OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AAD contact dermatitis skin care patch testing product use retinoid acne prone skin moisturizer noncomedogenic OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |