Can you compare the irritation levels and peeling timelines of prescription tretinoin 0.025 versus over-the-counter retinol for someone with reactive skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the irritation levels and peeling timelines of prescription tretinoin 0.025 versus over-the-counter retinol for someone with reactive skin?
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). 1 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
tretinoin topical irritation peeling onset first weeks retinoid dermatitis patient information dermatology Google ↗
retinol topical skin irritation sensitive skin gradual introduction dermatology evidence Google ↗
- Retinoid or retinol? · aad.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- TRETINOIN CREAM · dailymed.nlm.nih.gov
- Tretinoin (topical route) - Side effects & dosage · mayoclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
tretinoin topical irritation peeling onset first weeks retinoid dermatitis patient information dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
retinol topical skin irritation sensitive skin gradual introduction dermatology evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |