Real ChatGPT answer · index seedQixnq9ZIbSscompleteBeauty and personal care · clean beautycommercial

Is the Kosas concealer better for mature dry skin than the Ilia skin serum concealer based on recent reviews and wear tests

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is the Kosas concealer better for mature dry skin than the Ilia skin serum concealer based on recent reviews and wear tests
1 real search · 1 real-search pass
Kosas Revealer Concealer vs ILIA True Skin Serum Concealer mature dry skin reviews wear test 2025 2026Google ↗
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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kosas Revealer Concealer vs ILIA True Skin Serum Concealer mature dry skin reviews wear test 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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