Real ChatGPT answer · index seedJewOKwnR44QcompleteBeauty and personal care · salons and spasinformational

Why is my scalp so dry and flaky even during the summer, and what shampoo should I buy to fix this embarrassing problem?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why is my scalp so dry and flaky even during the summer, and what shampoo should I buy to fix this embarrassing problem?
1 real search · 1 real-search pass
best dermatologist recommended dandruff shampoo ingredients ketoconazole selenium sulfide salicylic acid scalp guidanceGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
best dermatologist recommended dandruff shampoo ingredients ketoconazole selenium sulfide salicylic acid scalp guidance Google ↗
  1. How to treat dandruff · aad.org
  2. Diagnosis and treatment · mayoclinic.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best dermatologist recommended dandruff shampoo ingredients ketoconazole selenium sulfide salicylic acid scalp guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1