Real ChatGPT answer · index seedRW3KY5Hgv1gcompleteBeauty and personal care · salons and spashowto

Can you compare the residue buildup and oil absorption of Living Proof dry shampoo versus Oribe across a three day blow out?

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 compare the residue buildup and oil absorption of Living Proof dry shampoo versus Oribe across a three day blow out?
1 real search · 1 real-search pass
Living Proof Perfect Hair Day Advanced Clean dry shampoo residue oil absorption reviews Oribe Gold Lust Dry Shampoo comparisonGoogle ↗
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
Living Proof Perfect Hair Day Advanced Clean dry shampoo residue oil absorption reviews Oribe Gold Lust Dry Shampoo comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Living Proof Perfect Hair Day Advanced Clean dry shampoo residue oil absorption reviews Oribe Gold Lust Dry Shampoo comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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