Which specific AHAs and BHAs work best for smoothing out rough keratosis pilaris bumps on the legs without causing stinging after shaving
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which specific AHAs and BHAs work best for smoothing out rough keratosis pilaris bumps on the legs without causing stinging after shaving
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
keratosis pilaris treatment lactic acid urea salicylic acid dermatology shaving irritation Google ↗
American Academy Dermatology keratosis pilaris lactic acid urea salicylic acid shaving irritation Google ↗
- Keratosis pilaris: Diagnosis and treatment · aad.org
- Keratosis Pilaris - Dermatology · merckmanuals.com
- The Effectiveness of Topical Keratolytics (Alpha Hydroxy Acids/Beta Hydroxy Acids/Urea) in Treating Keratosis Pilaris: A Review of the Literature · pmc.ncbi.nlm.nih.gov
- Keratosis pilaris: Self-care · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
keratosis pilaris treatment lactic acid urea salicylic acid dermatology shaving irritation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology keratosis pilaris lactic acid urea salicylic acid shaving irritation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |