Real ChatGPT answer · index seed4ZtEPqVp0yMcompleteBeauty and personal care · hair carecomparison

Is Oribe Gold Lust shampoo better than Kerastase Genesis for strengthening fine fragile hair prone to mechanical breakage during detangling sessions?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Oribe Gold Lust shampoo better than Kerastase Genesis for strengthening fine fragile hair prone to mechanical breakage during detangling sessions?
1 real search · 1 real-search pass
Oribe Gold Lust Repair Restore Shampoo vs Kérastase Genesis Bain Hydra-Fortifiant fine fragile hair mechanical breakage detangling ingredientsGoogle ↗
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

ChatGPT1 real searches · gpt-6
Oribe Gold Lust Repair Restore Shampoo vs Kérastase Genesis Bain Hydra-Fortifiant fine fragile hair mechanical breakage detangling ingredients Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Oribe Gold Lust Repair Restore Shampoo vs Kérastase Genesis Bain Hydra-Fortifiant fine fragile hair mechanical breakage detangling ingredients
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1