Real ChatGPT answer · index seedJnSKxH2ztjccompleteBeauty and personal care · hair carecomparison

Are Nutrafol men supplements worth triple the price of standard biotin and multivitamin combos for stopping hair thinning?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Nutrafol men supplements worth triple the price of standard biotin and multivitamin combos for stopping hair thinning?
1 real search · 1 real-search pass
Nutrafol Men's clinical evidence randomized trial male hair growth supplement ingredients comparison biotin evidence male pattern hair loss; American Academy of Dermatology male pattern hair loss treatments finasteride minoxidil biotin deficiencyGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nutrafol Men's clinical evidence randomized trial male hair growth supplement ingredients comparison biotin evidence male pattern hair loss; American Academy of Dermatology male pattern hair loss treatments finasteride minoxidil biotin deficiency
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1