Real ChatGPT answer · index seedKC2coi3zInscompleteBeauty and personal care · hair carecomparison

Are professional salon treatments like Redken ABC really superior to drugstore brands like Pantene damage erase for fixing bleach fried hair

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are professional salon treatments like Redken ABC really superior to drugstore brands like Pantene damage erase for fixing bleach fried hair
1 real search · 1 real-search pass
Redken Acidic Bonding Concentrate treatment ingredients claims pH citric acid official Pantene Damage Erase ingredients claims official comparison bleached hair evidenceGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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

ChatGPT1 real searches · gpt-6
Redken Acidic Bonding Concentrate treatment ingredients claims pH citric acid official Pantene Damage Erase ingredients claims official comparison bleached hair evidence Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Redken Acidic Bonding Concentrate treatment ingredients claims pH citric acid official Pantene Damage Erase ingredients claims official comparison bleached hair evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1