Real ChatGPT answer · index seedcxvLqaLzfygcompleteBeauty and personal care · hair carecommercial

What are the early warning signs of traction alopecia in older women who have worn tight ponytails or buns for most of their adult lives

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the early warning signs of traction alopecia in older women who have worn tight ponytails or buns for most of their adult lives
1 real search · 1 real-search pass
traction alopecia early signs fringe sign older women chronic traction diagnosis treatment dermatologist American Academy of Dermatology DermNetGoogle ↗
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
traction alopecia early signs fringe sign older women chronic traction diagnosis treatment dermatologist American Academy of Dermatology DermNet Google ↗
  1. Traction Alopecia - StatPearls · ncbi.nlm.nih.gov
  2. Traction alopecia · dermnetnz.org
  3. Hairstyles that pull can lead to hair loss · aad.org
  4. Traction Alopecia - StatPearls · ncbi.nlm.nih.gov
  5. HAIR AND SCALP DISORDERS · ml-2020.s3-eu-west-2.amazonaws.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
traction alopecia early signs fringe sign older women chronic traction diagnosis treatment dermatologist American Academy of Dermatology DermNet
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1