Real ChatGPT answer · index seedoyEiFRMlznkcompleteBeauty and personal care · cosmeticsinformational
Is it safe to use vitamin C serum and retinol in the same daily routine when you are over forty and dealing with stubborn hormonal acne and dryness?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it safe to use vitamin C serum and retinol in the same daily routine when you are over forty and dealing with stubborn hormonal acne and dryness?
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
American Academy of Dermatology retinoid acne dry skin moisturizer retinol vitamin C skincare routine Google ↗
AAD skin care vitamin C retinol same routine irritation sunscreen pregnancy retinoids Google ↗
- Retinoid or retinol? · aad.org
- Acne: Diagnosis and treatment · aad.org
- Moisturizer: Why you may need it if you have acne · aad.org
- Dermatologist-approved pregnancy skin care · aad.org
- Acne: Tips for managing · aad.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.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 acne dry skin moisturizer retinol vitamin C skincare routine OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AAD skin care vitamin C retinol same routine irritation sunscreen pregnancy retinoids OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |