Real ChatGPT answer · index seedcfEjcKUfB5McompleteBeauty and personal care · men's groomingcommercial
Dry winter weather in Chicago is causing severe flaking and itching on my scalp so can you recommend the best anti dandruff shampoo that won't strip my gray hair
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Dry winter weather in Chicago is causing severe flaking and itching on my scalp so can you recommend the best anti dandruff shampoo that won't strip my gray hair
1 real search · 1 real-search pass
best anti dandruff shampoo sensitive dry scalp color treated gray hair ketoconazole zinc pyrithione selenium sulfide dermatologist guidanceGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
best anti dandruff shampoo sensitive dry scalp color treated gray hair ketoconazole zinc pyrithione selenium sulfide dermatologist guidance Google ↗
- View at Walmart · walmart.com
- View at Ulta · ulta.com
- View at CVS · cvs.com
- How to treat dandruff · aad.org
- 13 Best Dandruff Shampoos of 2026 · nbcnews.com
- 13+ Best Dandruff Shampoos of 2026 · nbcnews.com
- Anti-dandruff shampoos · uihc.org
- Adult Seborrheic Dermatitis: A Status Report on Practical Topical Management · pmc.ncbi.nlm.nih.gov
- Diagnosis and treatment · mayoclinic.org
- Is your dry scalp something more serious? · aad.org