What is the most effective protocol for treating persistent keratosis pilaris bumps on the back of the arms when chemical exfoliants hit a plateau?
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the most effective protocol for treating persistent keratosis pilaris bumps on the back of the arms when chemical exfoliants hit a plateau?
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 persistent topical retinoid moisturizer American Academy Dermatology Google ↗
keratosis pilaris treatment guidelines urea lactic acid retinoid DermNet Google ↗
- Keratosis pilaris: an update and approach to management · pubmed.ncbi.nlm.nih.gov
- Keratosis pilaris · utahderm.med.utah.edu
- Keratosis pilaris: Diagnosis and treatment · aad.org
- Keratosis Pilaris: Symptoms, Causes, and Treatment · dermnetnz.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
keratosis pilaris treatment persistent topical retinoid moisturizer American Academy Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
keratosis pilaris treatment guidelines urea lactic acid retinoid DermNet OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |