Real ChatGPT answer · index seedfdTz6XQjWCAcompleteBeauty and personal care · men's groominginformational

what is the cheapest drugstore shampoo that actually works for chronic dandruff without stripping all the moisture out of my hair

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
what is the cheapest drugstore shampoo that actually works for chronic dandruff without stripping all the moisture out of my hair
1 real search · 1 real-search pass
best inexpensive drugstore shampoo chronic dandruff moisturizing hair zinc pyrithione ketoconazole 1% 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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 inexpensive drugstore shampoo chronic dandruff moisturizing hair zinc pyrithione ketoconazole 1% 2026 Google ↗
  1. 13 Best Dandruff Shampoos of 2026 · nbcnews.com
  2. Diagnosis and treatment · mayoclinic.org
  3. Anti-dandruff shampoos · uihc.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best inexpensive drugstore shampoo chronic dandruff moisturizing hair zinc pyrithione ketoconazole 1% 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1