Are prescription retinoids worth the extra cost and doctor visit compared to strong over the counter alternatives for sun damage?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are prescription retinoids worth the extra cost and doctor visit compared to strong over the counter alternatives for sun damage?
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
prescription tretinoin versus over the counter retinol photoaging randomized trials systematic review dermatology Google ↗
American Academy Dermatology retinoid photoaging tretinoin retinol sun damage evidence sunscreen Google ↗
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials. · pubmed.ncbi.nlm.nih.gov
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review | American Journal of Clinical Dermatology · doi.org
- Comparative efficacy of topical interventions for facial photoaging: a network meta-analysis · pmc.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- Topical Treatments for Photoaged Skin · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
prescription tretinoin versus over the counter retinol photoaging randomized trials systematic review dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology retinoid photoaging tretinoin retinol sun damage evidence sunscreen OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |