Real ChatGPT answer · index seedox3IS3SmWRocompleteHealth and wellness · supplements and vitaminsinformational

I need to stop losing hair on a budget so do cheap biotin supplements actually work as well as expensive ones?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need to stop losing hair on a budget so do cheap biotin supplements actually work as well as expensive ones?
2 real searches · 1 real-search pass
biotin supplements hair loss evidence deficiency dermatology official guidance biotin lab test interferenceGoogle ↗
OBSERVED
American Academy of Dermatology hair loss causes treatment biotin supplements evidenceGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
biotin supplements hair loss evidence deficiency dermatology official guidance biotin lab test interference Google ↗
American Academy of Dermatology hair loss causes treatment biotin supplements evidence Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
biotin supplements hair loss evidence deficiency dermatology official guidance biotin lab test interference
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
American Academy of Dermatology hair loss causes treatment biotin supplements evidence
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1