Real ChatGPT answer · index seedCRb0Vxob6z0completeBeauty and personal care · hair carecommercial

Can you recommend the best shampoo for thinning hair that actually works for someone in their early twenties?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend the best shampoo for thinning hair that actually works for someone in their early twenties?
1 real search · 1 real-search pass
evidence based treatment hair loss young adults shampoo ketoconazole minoxidil dermatology guidanceGoogle ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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
evidence based treatment hair loss young adults shampoo ketoconazole minoxidil dermatology guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
evidence based treatment hair loss young adults shampoo ketoconazole minoxidil dermatology guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1