Real ChatGPT answer · index seedVoL1htlQv5AcompleteBeauty and personal care · hair carehowto

Are biotin supplements causing my adult acne while trying to fix my postpartum hair loss and thinning edges

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are biotin supplements causing my adult acne while trying to fix my postpartum hair loss and thinning edges
2 real searches · 1 real-search pass
biotin supplements acne evidence dermatology high dose biotin laboratory interference FDAGoogle ↗
OBSERVEDReason
postpartum hair loss telogen effluvium duration dermatology postpartum hair thinning edges traction alopecia evaluationGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
biotin supplements acne evidence dermatology high dose biotin laboratory interference FDA Google ↗
postpartum hair loss telogen effluvium duration dermatology postpartum hair thinning edges traction alopecia evaluation Google ↗
  1. Postpartum Hair Loss · hopkinsmedicine.org
  2. Postpartum Telogen Effluvium Unmasking Traction Alopecia · pmc.ncbi.nlm.nih.gov
  3. Biotin · ods.od.nih.gov
  4. Biotin · ods.od.nih.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
biotin supplements acne evidence dermatology high dose biotin laboratory interference FDA
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
postpartum hair loss telogen effluvium duration dermatology postpartum hair thinning edges traction alopecia evaluation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1