Can combining a CeraVe retinol serum with my acne spot treatments damage my skin barrier as a twenty-three-year-old?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can combining a CeraVe retinol serum with my acne spot treatments damage my skin barrier as a twenty-three-year-old?
2 real searches · 1 real-search pass
CeraVe Resurfacing Retinol Serum ingredients use with benzoyl peroxide salicylic acid skin irritation barrier dermatologist guidanceGoogle ↗
OBSERVEDConsequence
American Academy Dermatology retinoid benzoyl peroxide salicylic acid irritation skin barrier acne topical treatmentsGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 1 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
CeraVe Resurfacing Retinol Serum ingredients use with benzoyl peroxide salicylic acid skin irritation barrier dermatologist guidance Google ↗
American Academy Dermatology retinoid benzoyl peroxide salicylic acid irritation skin barrier acne topical treatments Google ↗
- Acne: Diagnosis and treatment · aad.org
- Facts About Benzoyl Peroxide in Skincare · cerave.com
- Retinol: Cream, Serum, What It Is, Benefits, How To Use · my.clevelandclinic.org
- Resurfacing Retinol Serum | Post-Acne Marks Treatment · cerave.com
- Moisturizer: Why you may need it if you have acne · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CeraVe Resurfacing Retinol Serum ingredients use with benzoyl peroxide salicylic acid skin irritation barrier dermatologist guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology retinoid benzoyl peroxide salicylic acid irritation skin barrier acne topical treatments OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |