Real ChatGPT answer · index seedcPDUhwOq3WscompleteBeauty and personal care · anti-aginginformational
What is the best way to handle severe peeling and redness from starting a prescription strength retinol without ruining my skin barrier?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to handle severe peeling and redness from starting a prescription strength retinol without ruining my skin barrier?
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).
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy of Dermatology retinoid irritation peeling redness stop use moisturizer tretinoin advice Google ↗
NHS topical tretinoin irritation redness peeling when to seek medical advice Google ↗
- Tretinoin Topical: MedlinePlus Drug Information · medlineplus.gov
- Tretinoin Cream USP, 0.05%For Topical Use Only · dailymed.nlm.nih.gov
- Acne: Diagnosis and treatment · 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 irritation peeling redness stop use moisturizer tretinoin advice OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NHS topical tretinoin irritation redness peeling when to seek medical advice OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |