Real ChatGPT answer · index seedSXzEvthMTTQcompleteBeauty and personal care · skincarecomparison

My forehead and nose get so shiny during the day while my cheeks are flaky, so is Bioderma Sébium Mat Control better or worse than The Ordinary Niacinamide 10 plus Zinc 1 for an oily t-zone?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My forehead and nose get so shiny during the day while my cheeks are flaky, so is Bioderma Sébium Mat Control better or worse than The Ordinary Niacinamide 10 plus Zinc 1 for an oily t-zone?
1 real search · 1 real-search pass
Bioderma Sébium Mat Control ingredients mattifying moisturizer The Ordinary Niacinamide 10% Zinc 1% official ingredients oily skin flaky cheeksGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
Bioderma Sébium Mat Control ingredients mattifying moisturizer The Ordinary Niacinamide 10% Zinc 1% official ingredients oily skin flaky cheeks Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Bioderma Sébium Mat Control ingredients mattifying moisturizer The Ordinary Niacinamide 10% Zinc 1% official ingredients oily skin flaky cheeks
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1