Real ChatGPT answer · index seedZBpcW2qlvC4completeBeauty and personal care · men's groominginformational
Are prescription-strength retinoids vastly superior to over-the-counter retinol creams for treating deep forehead wrinkles in men over forty?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are prescription-strength retinoids vastly superior to over-the-counter retinol creams for treating deep forehead wrinkles in men 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
tretinoin versus retinol photoaging wrinkles randomized trial systematic review dermatology guidelines Google ↗
American Academy Dermatology wrinkles retinoids tretinoin retinol sunscreen forehead wrinkles Google ↗
- 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. · pubmed.ncbi.nlm.nih.gov
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Evidence for the Efficacy of Over-the-counter Vitamin A Cosmetic Products in the Improvement of Facial Skin Aging: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Biomarkers of Tretinoin Precursors and Tretinoin Efficacy in Patients With Moderate to Severe Facial Photodamage: A Randomized Clinical Trial | Trials | JAMA Dermatology · jamanetwork.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
tretinoin versus retinol photoaging wrinkles randomized trial systematic review dermatology guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology wrinkles retinoids tretinoin retinol sunscreen forehead wrinkles OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |