Real ChatGPT answer · index seedMsQxtSqPGLgcompleteBeauty and personal care · skincarecomparison

Is niacinamide 10 percent better formulated in the Ordinary or the Naturium serum for regulating sebum production and clearing stubborn blackheads on the chin?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is niacinamide 10 percent better formulated in the Ordinary or the Naturium serum for regulating sebum production and clearing stubborn blackheads on the chin?
1 real search · 1 real-search pass
The Ordinary Niacinamide 10% + Zinc 1% vs Naturium Niacinamide Serum 12% Plus Zinc 2% formulation ingredients comparison sebum blackheadsGoogle ↗
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
The Ordinary Niacinamide 10% + Zinc 1% vs Naturium Niacinamide Serum 12% Plus Zinc 2% formulation ingredients comparison sebum blackheads Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Ordinary Niacinamide 10% + Zinc 1% vs Naturium Niacinamide Serum 12% Plus Zinc 2% formulation ingredients comparison sebum blackheads
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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