Which exfoliating acids are best for a chemical exfoliation beginner with rosacea who cannot tolerate glycolic acid?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which exfoliating acids are best for a chemical exfoliation beginner with rosacea who cannot tolerate glycolic acid?
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
rosacea skin care exfoliating acids azelaic acid glycolic acid sensitive skin dermatology guidance Google ↗
polyhydroxy acids sensitive skin rosacea gluconolactone evidence dermatology Google ↗
- 7 rosacea skin care tips dermatologists recommend · aad.org
- Rosacea Skin Care & Cosmetics · rosacea.org
- The use of polyhydroxy acids (PHAs) in photoaged skin. · pubmed.ncbi.nlm.nih.gov
- Overview of popular cosmeceuticals in dermatology · onlinelibrary.wiley.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
rosacea skin care exfoliating acids azelaic acid glycolic acid sensitive skin dermatology guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
polyhydroxy acids sensitive skin rosacea gluconolactone evidence dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |