What is the actual difference between retinol and tretinoin for someone in their early twenties who is trying to prevent early fine lines without destroying their skin barrier?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the actual difference between retinol and tretinoin for someone in their early twenties who is trying to prevent early fine lines without destroying their skin barrier?
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
American Academy of Dermatology retinoids retinol tretinoin fine lines irritation sunscreen skin care Google ↗
topical tretinoin photoaging randomized trial fine wrinkles retinol evidence skin barrier irritation review Google ↗
- Retinoid or retinol? · aad.org
- Acne: Diagnosis and treatment · aad.org
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Dermatologist-recommended skin care for your 20s · aad.org
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis 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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology retinoids retinol tretinoin fine lines irritation sunscreen skin care OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
topical tretinoin photoaging randomized trial fine wrinkles retinol evidence skin barrier irritation review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |