Real ChatGPT answer · index seedqPq2EObzaeocompleteBeauty and personal care · hair carecomparison

Can you contrast Malibu C undo goo with Neutrogena anti residue shampoo for removing heavy dry shampoo buildup on fine senior hair

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you contrast Malibu C undo goo with Neutrogena anti residue shampoo for removing heavy dry shampoo buildup on fine senior hair
1 real search · 1 real-search pass
Malibu C Undo Goo vs Neutrogena Anti-Residue shampoo ingredients directions dry shampoo buildup fine hairGoogle ↗
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
Malibu C Undo Goo vs Neutrogena Anti-Residue shampoo ingredients directions dry shampoo buildup fine hair Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Malibu C Undo Goo vs Neutrogena Anti-Residue shampoo ingredients directions dry shampoo buildup fine hair
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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