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

what are the best sulfate free shampoo options for color treated hair that prevent fading and scalp irritation

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
what are the best sulfate free shampoo options for color treated hair that prevent fading and scalp irritation
1 real search · 1 real-search pass
best sulfate-free shampoos color treated hair sensitive scalp dermatologist fragrance free ingredients 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).

Searches and sources

ChatGPT1 real searches · gpt-6
best sulfate-free shampoos color treated hair sensitive scalp dermatologist fragrance free ingredients 2026 Google ↗
  1. Shop Redken · ulta.com
  2. Shop Pureology · sephora.com
  3. Shop Color Wow · ulta.com
  4. Shop EverPure · ulta.com
  5. Shop Pureology · ulta.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best sulfate-free shampoos color treated hair sensitive scalp dermatologist fragrance free ingredients 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1