Can you compare Paula's Choice Clinical 1% Retinol Treatment to SkinCeuticals Retinol 1.0 for dealing with cystic acne breakouts while avoiding severe peeling?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Paula's Choice Clinical 1% Retinol Treatment to SkinCeuticals Retinol 1.0 for dealing with cystic acne breakouts while avoiding severe peeling?
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). 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
Paula's Choice Clinical 1% Retinol Treatment vs SkinCeuticals Retinol 1.0 ingredients formulation irritation cystic acne Google ↗
American Academy Dermatology acne guidelines topical retinoids cystic acne irritation start slowly adapalene Google ↗
- CLINICAL 1% Retinol Serum Treatment For Anti-Aging · paulaschoice.com
- Label Challenge Answer: Paula's Choice Clinical 1% Retinol Treatment · cosmeticsandtoiletries.com
- Clinical 1% Retinol Treatment · paulaschoice-eu.com
- Paula's Choice 1% Retinol Treatment vs SkinCeuticals Retinol 1.0: Ingredient Comparison · skinwis.com
- SkinCeuticals Retinol 1.0 VS Paula's Choice 1% Retinol Treatment US · skinsort.com
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Paula's Choice Clinical 1% Retinol Treatment vs SkinCeuticals Retinol 1.0 ingredients formulation irritation cystic acne OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology acne guidelines topical retinoids cystic acne irritation start slowly adapalene OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |