Real ChatGPT answer · index seediU3rsrDpaG0completeBeauty and personal care · hair carecomparison

Is Kristin Ess hair mask comparable to pure coconut oil treatments for fixing dry ends on my daughter's long hair?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Kristin Ess hair mask comparable to pure coconut oil treatments for fixing dry ends on my daughter's long hair?
1 real search · 1 real-search pass
Kristin Ess hair mask ingredients performance dry hair ends coconut oil hair treatment 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
Kristin Ess hair mask ingredients performance dry hair ends coconut oil hair treatment comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kristin Ess hair mask ingredients performance dry hair ends coconut oil hair treatment comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1