Real ChatGPT answer · index seed30Ec4Wj6wHocompleteBeauty and personal care · hair carecommercial

What are the absolute best scalp scrubs for removing heavy product buildup on clients who only wash their hair once a week?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the absolute best scalp scrubs for removing heavy product buildup on clients who only wash their hair once a week?
1 real search · 1 real-search pass
best professional scalp scrub heavy styling product buildup dry shampoo weekly washing salon exfoliating shampoo ingredients 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
best professional scalp scrub heavy styling product buildup dry shampoo weekly washing salon exfoliating shampoo ingredients comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best professional scalp scrub heavy styling product buildup dry shampoo weekly washing salon exfoliating shampoo ingredients comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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