Real ChatGPT answer · index seedxiJJ6wBrXZgcompleteBeauty and personal care · skincarecomparison

Why do beauty gurus recommend niacinamide for minimizing enlarged facial pores and is it better than salicylic acid for beginners.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Why do beauty gurus recommend niacinamide for minimizing enlarged facial pores and is it better than salicylic acid for beginners.
1 real search · 1 real-search pass
niacinamide topical sebum pore appearance clinical study review salicylic acid comedonal acne beginner skincare dermatologyGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
niacinamide topical sebum pore appearance clinical study review salicylic acid comedonal acne beginner skincare dermatology Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
niacinamide topical sebum pore appearance clinical study review salicylic acid comedonal acne beginner skincare dermatology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1