Real ChatGPT answer · index seedgbazuKmuQxQcompleteBeauty and personal care · cosmeticscomparison

Are luxury hair care brands like Oribe actually superior to salon brands like Redken for repairing severely heat damaged hair?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are luxury hair care brands like Oribe actually superior to salon brands like Redken for repairing severely heat damaged hair?
1 real search · 1 real-search pass
Oribe Gold Lust vs Redken Acidic Bonding Concentrate heat damaged hair ingredients evidence hair fiber repair bond building heat damageGoogle ↗
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
Oribe Gold Lust vs Redken Acidic Bonding Concentrate heat damaged hair ingredients evidence hair fiber repair bond building heat damage Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Oribe Gold Lust vs Redken Acidic Bonding Concentrate heat damaged hair ingredients evidence hair fiber repair bond building heat damage
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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