Can you look up current medical consensus on using strong chemical exfoliants for treating keratosis pilaris bumps during the dry winter months in the Northeast?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you look up current medical consensus on using strong chemical exfoliants for treating keratosis pilaris bumps during the dry winter months in the Northeast?
3 real searches · 1 real-search pass
American Academy of Dermatology keratosis pilaris treatment exfoliating acids lactic acid salicylic acid winter moisturizerGoogle ↗
OBSERVEDInstruction
DermNet keratosis pilaris treatment salicylic acid glycolic acid urea lactic acidGoogle ↗
OBSERVEDComparison
keratosis pilaris treatment review topical keratolytics randomized trial glycolic lactic acid salicylic acid irritationGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
American Academy of Dermatology keratosis pilaris treatment exfoliating acids lactic acid salicylic acid winter moisturizer Google ↗
DermNet keratosis pilaris treatment salicylic acid glycolic acid urea lactic acid Google ↗
keratosis pilaris treatment review topical keratolytics randomized trial glycolic lactic acid salicylic acid irritation Google ↗
- Keratosis pilaris: a systematic review of the literature and strategies for optimal treatment. · pubmed.ncbi.nlm.nih.gov
- The Effectiveness of Topical Keratolytics (Alpha Hydroxy Acids/Beta Hydroxy Acids/Urea) in Treating Keratosis Pilaris: A Review of the Literature · pubmed.ncbi.nlm.nih.gov
- 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: Overview · aad.org
- Keratosis pilaris: MedlinePlus Medical Encyclopedia · medlineplus.gov
- FSH Dermatology Keratosis Pilaris Guidelines · fsfhg.health.wa.gov.au
- Keratosis pilaris: Diagnosis and treatment · aad.org
- Keratosis pilaris: Self-care · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology keratosis pilaris treatment exfoliating acids lactic acid salicylic acid winter moisturizer OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
DermNet keratosis pilaris treatment salicylic acid glycolic acid urea lactic acid OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
keratosis pilaris treatment review topical keratolytics randomized trial glycolic lactic acid salicylic acid irritation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |