How long does it typically take to see visible wrinkle reduction when starting tretinoin instead of retinol in your late sixties?
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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 visible wrinkle reduction when starting tretinoin instead of retinol in your late sixties?
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).
Searches and sources
ChatGPT2 real searches · gpt-6
tretinoin photoaging randomized trial visible improvement 3 months 6 months older adults dermatology review Google ↗
American Academy Dermatology tretinoin wrinkles how long results retinoid irritation start slowly 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 · pmc.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- Tretinoin Topical: MedlinePlus Drug Information · medlineplus.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
tretinoin photoaging randomized trial visible improvement 3 months 6 months older adults dermatology review OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology tretinoin wrinkles how long results retinoid irritation start slowly OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |