Is starting prescription tretinoin 0.025 better than using drugstore retinol creams when you are over forty
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is starting prescription tretinoin 0.025 better than using drugstore retinol creams when you are over forty
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
topical tretinoin photoaging randomized controlled trials 0.025% retinol comparison review dermatology Google ↗
American Academy Dermatology retinoids anti-aging tretinoin pregnancy irritation sunscreen Google ↗
- Two concentrations of topical tretinoin (retinoic acid) cause similar improvement of photoaging but different degrees of irritation. A double-blind, vehicle-controlled comparison of 0.1% and 0.025% tretinoin creams · pubmed.ncbi.nlm.nih.gov
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical tretinoin photoaging randomized controlled trials 0.025% retinol comparison review dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology retinoids anti-aging tretinoin pregnancy irritation sunscreen OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |