Can you compare retinol versus tretinoin efficacy for acne scarring so I know whether to ask my campus health doctor for a prescription or just buy over the counter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare retinol versus tretinoin efficacy for acne scarring so I know whether to ask my campus health doctor for a prescription or just buy over the counter?
3 real searches · 1 real-search pass
topical tretinoin retinol acne scars post inflammatory hyperpigmentation evidence atrophic acne scars reviewGoogle ↗
OBSERVEDReason
American Academy Dermatology acne scars treatment topical retinoid tretinoin retinolGoogle ↗
OBSERVEDConsequence
NHS tretinoin acne topical pregnancy retinoid adviceGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
topical tretinoin retinol acne scars post inflammatory hyperpigmentation evidence atrophic acne scars review Google ↗
American Academy Dermatology acne scars treatment topical retinoid tretinoin retinol Google ↗
NHS tretinoin acne topical pregnancy retinoid advice Google ↗
- Acne scars: Consultation and treatment · aad.org
- Topical management of acne scars: The uncharted terrain - Bikash - 2023 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
- Topical retinoids (vitamin a creams) · dermnetnz.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Retinoid or retinol? · aad.org
- Acne: Diagnosis and treatment · aad.org
- Acne · nhs.uk
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical tretinoin retinol acne scars post inflammatory hyperpigmentation evidence atrophic acne scars review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology acne scars treatment topical retinoid tretinoin retinol OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NHS tretinoin acne topical pregnancy retinoid advice OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |