Real ChatGPT answer · index seedpCxHD95712wcompleteBeauty and personal care · men's groomingcommercial
Which volumizing shampoos containing ketoconazole or saw palmetto are currently rated best for early stage male pattern thinning hair?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which volumizing shampoos containing ketoconazole or saw palmetto are currently rated best for early stage male pattern thinning hair?
1 real search · 1 real-search pass
best ketoconazole and saw palmetto shampoos for male pattern hair loss volumizing reviews ingredients evidence 2026Google ↗
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 ketoconazole and saw palmetto shampoos for male pattern hair loss volumizing reviews ingredients evidence 2026 Google ↗
- View product · walmart.com
- View product · ulta.com
- View product · ulta.com
- View product · wholesale.advancedtrichology.com
- View product · walmart.com
- Saw Palmetto: Usefulness and Safety · nccih.nih.gov
- Best Shampoo for Hair Loss: Ingredients Ranked by Evidence · rxlineup.com
- Best Shampoo for Thinning Hair: Ingredients That Work | Follicle Report · happyhead.com
- Best Hair Growth Products for Men (2026): 7 Picks Ranked on Proof · hairgrowthreviews.com