Does switching from a standard retinol to prescription tretinoin provide better results for sun-damaged skin at age seventy?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does switching from a standard retinol to prescription tretinoin provide better results for sun-damaged skin at age seventy?
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
prescription tretinoin photoaging randomized trial older adults efficacy safety photoaged skin review Google ↗
American Academy Dermatology tretinoin retinoid photoaging sun damage older skin irritation moisturizer sunscreen Google ↗
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Long-term efficacy and safety of tretinoin emollient cream 0.05% in the treatment of photodamaged facial skin: a two-year, randomized, placebo-controlled trial. · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- How dermatologists treat sun-damaged skin · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
prescription tretinoin photoaging randomized trial older adults efficacy safety photoaged skin review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology tretinoin retinoid photoaging sun damage older skin irritation moisturizer sunscreen OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |