How long does it typically take to see noticeable improvements in fine lines when using prescription tretinoin compared to cosmetic retinol creams?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How long does it typically take to see noticeable improvements in fine lines when using prescription tretinoin compared to cosmetic retinol creams?
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
clinical evidence tretinoin photoaging fine wrinkles time 3 months 6 months randomized trial retinol topical fine wrinkles study timeline Google ↗
American Academy Dermatology retinoid wrinkles tretinoin retinol how long results Google ↗
- A double-blind randomized study comparing the association of Retinol and LR2412 with tretinoin 0.025% in photoaged skin. · pubmed.ncbi.nlm.nih.gov
- Improvement of Naturally Aged Skin With Vitamin A (Retinol) | Dermatology | JAMA Dermatology · jamanetwork.com
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- Do retinoids really reduce wrinkles? · health.harvard.edu
- Retinoid or retinol? · aad.org
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clinical evidence tretinoin photoaging fine wrinkles time 3 months 6 months randomized trial retinol topical fine wrinkles study timeline OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology retinoid wrinkles tretinoin retinol how long results OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |