Real ChatGPT answer · index seedDQxxlSETOzkcompleteHealth and wellness · supplements and vitaminsinformational

Are there any genetic polymorphisms that render biotin supplementation ineffective for treating pattern hair loss?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any genetic polymorphisms that render biotin supplementation ineffective for treating pattern hair loss?
3 real searches · 1 real-search pass
genetic polymorphisms biotin supplementation androgenetic alopecia hair loss evidence biotin deficiencyGoogle ↗
OBSERVED
SLC5A6 variants biotin transport biotinidase HLCS genetic deficiency biotin metabolismGoogle ↗
OBSERVED
androgenetic alopecia biotin supplementation clinical evidence guideline biotin deficiencyGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
genetic polymorphisms biotin supplementation androgenetic alopecia hair loss evidence biotin deficiency Google ↗
SLC5A6 variants biotin transport biotinidase HLCS genetic deficiency biotin metabolism Google ↗
androgenetic alopecia biotin supplementation clinical evidence guideline biotin deficiency Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
genetic polymorphisms biotin supplementation androgenetic alopecia hair loss evidence biotin deficiency
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SLC5A6 variants biotin transport biotinidase HLCS genetic deficiency biotin metabolism
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
androgenetic alopecia biotin supplementation clinical evidence guideline biotin deficiency
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1