Is prescription strength tretinoin 0.025 percent much more effective for stubborn crow feet than Neutrogena Rapid Wrinkle Repair retinol cream, and what are the trade offs for older skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is prescription strength tretinoin 0.025 percent much more effective for stubborn crow feet than Neutrogena Rapid Wrinkle Repair retinol cream, and what are the trade offs for older 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). 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
topical tretinoin versus retinol photoaging randomized trial crow's feet older skin irritation evidence review Google ↗
American Academy Dermatology retinoids wrinkles tretinoin retinol irritation sun protection older skin Google ↗
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pmc.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
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis 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 |
|---|---|---|---|---|---|---|---|
topical tretinoin versus retinol photoaging randomized trial crow's feet older skin irritation evidence review OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology retinoids wrinkles tretinoin retinol irritation sun protection older skin OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |