Real ChatGPT answer · index seedjsD6s2H9mywcompleteBeauty and personal care · hair carecomparison

Compare Klorane dry shampoo with Batiste for fine scalp skin types prone to follicular occlusion and contact dermatitis during winter.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Klorane dry shampoo with Batiste for fine scalp skin types prone to follicular occlusion and contact dermatitis during winter.
1 real search · 1 real-search pass
Klorane dry shampoo ingredients oat milk versus Batiste dry shampoo ingredients contact dermatitis sensitive scalp follicular buildupGoogle ↗
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
Klorane dry shampoo ingredients oat milk versus Batiste dry shampoo ingredients contact dermatitis sensitive scalp follicular buildup Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Klorane dry shampoo ingredients oat milk versus Batiste dry shampoo ingredients contact dermatitis sensitive scalp follicular buildup
OBSERVED
Google ↗
AI Mode ↗
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