Real ChatGPT answer · index seedTjHzl8OZvEgcompleteBeauty and personal care · men's groominginformational
My dandruff is so stubborn that regular Head and Shoulders isn't working anymore, what stronger active ingredients should I ask my doctor about or look for online?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My dandruff is so stubborn that regular Head and Shoulders isn't working anymore, what stronger active ingredients should I ask my doctor about or look for online?
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
American Academy Dermatology dandruff shampoo active ingredients ketoconazole selenium sulfide salicylic acid coal tar ciclopirox guidance Google ↗
NHS seborrhoeic dermatitis scalp ketoconazole shampoo selenium sulfide treatment Google ↗
- How to treat dandruff · aad.org
- Seborrheic dermatitis: Diagnosis and treatment · aad.org
- Dandruff · dermatology.ca
- 21 CFR § 358.710 - Active ingredients for the control of dandruff, seborrheic dermatitis, or psoriasis. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
- Dandruff - Diagnosis and treatment · mayoclinic.org
- Diagnosis and treatment · mayoclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology dandruff shampoo active ingredients ketoconazole selenium sulfide salicylic acid coal tar ciclopirox guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHS seborrhoeic dermatitis scalp ketoconazole shampoo selenium sulfide treatment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |