Real ChatGPT answer · index seedKOQdgEQIXLkcompleteBeauty and personal care · skincareinformational

How do modern chemical sunscreen filters like tinosorb and uvinul affect sebum production throughout the day for someone prone to combination skin breakouts?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How do modern chemical sunscreen filters like tinosorb and uvinul affect sebum production throughout the day for someone prone to combination skin breakouts?
2 real searches · 1 real-search pass
Tinosorb S Tinosorb M Uvinul sunscreen sebum production skin oiliness acne evidence studyGoogle ↗
OBSERVEDReason
sunscreen formulation sebum production acne comedogenicity UV filters dermatology evidenceGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Tinosorb S Tinosorb M Uvinul sunscreen sebum production skin oiliness acne evidence study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
sunscreen formulation sebum production acne comedogenicity UV filters dermatology evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1