Can someone explain the actual difference in strength between retinol and tretinoin because I need to buy something today to fix my severe texture issues?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can someone explain the actual difference in strength between retinol and tretinoin because I need to buy something today to fix my severe texture issues?
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 tretinoin retinol acne irritation pregnancy guidance 2026 Google ↗
retinol versus tretinoin clinical evidence acne photoaging skin texture irritation conversion retinoic acid Google ↗
- Acne: Diagnosis and treatment · aad.org
- Frequently Asked Questions About Retinoids · healthtalk.unchealthcare.org
- View product · target.com
- View product · target.com
- Retinoid or retinol? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology retinoids tretinoin retinol acne irritation pregnancy guidance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
retinol versus tretinoin clinical evidence acne photoaging skin texture irritation conversion retinoic acid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |