Real ChatGPT answer · index seedGJO6yuYnmqkcompleteBeauty and personal care · clean beautycommercial

Which clean hair care brands offer sulfate free purple shampoos that actually neutralize brassy tones in bleached blonde hair without drying out the ends?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which clean hair care brands offer sulfate free purple shampoos that actually neutralize brassy tones in bleached blonde hair without drying out the ends?
1 real search · 1 real-search pass
best sulfate-free purple shampoos bleached blonde hair toning drying ingredients reviews 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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best sulfate-free purple shampoos bleached blonde hair toning drying ingredients reviews 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1