Real ChatGPT answer · index seedyRh5DQtaBAIcompleteBeauty and personal care · hair careinformational

Do hair vitamins containing high doses of biotin cause cystic acne breakouts, because my skin is suddenly breaking out since I started taking them last week?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do hair vitamins containing high doses of biotin cause cystic acne breakouts, because my skin is suddenly breaking out since I started taking them last week?
1 real search · 1 real-search pass
high dose biotin acne evidence dermatology vitamin B12 acneiform eruption NIH biotin lab test interferenceGoogle ↗
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

ChatGPT1 real searches · gpt-6
high dose biotin acne evidence dermatology vitamin B12 acneiform eruption NIH biotin lab test interference Google ↗
  1. Biotin · ods.od.nih.gov
  2. Biotin · ods.od.nih.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
high dose biotin acne evidence dermatology vitamin B12 acneiform eruption NIH biotin lab test interference
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1