Real ChatGPT answer · index seedtbsihiDFG9EcompleteBeauty and personal care · skincarecomparison

Why does my oily t-zone shine get so much worse by my afternoon classes even when I use powder, and what skincare ingredient fixes this long term?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why does my oily t-zone shine get so much worse by my afternoon classes even when I use powder, and what skincare ingredient fixes this long term?
2 real searches · 1 real-search pass
niacinamide topical sebum production clinical study oily skin evidence dermatologyGoogle ↗
OBSERVEDReason
American Academy Dermatology oily skin skincare salicylic acid niacinamide adviceGoogle ↗
OBSERVEDInstruction

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 (2)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
niacinamide topical sebum production clinical study oily skin evidence dermatology Google ↗
American Academy Dermatology oily skin skincare salicylic acid niacinamide advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
niacinamide topical sebum production clinical study oily skin evidence dermatology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
American Academy Dermatology oily skin skincare salicylic acid niacinamide advice
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1