Real ChatGPT answer · index seedTfrCdXbKz08completeBeauty and personal care · clean beautycommercial

What do beauty reviewers say about the longevity and coverage of Ilia concealer versus Kosas for everyday school drop off looks

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do beauty reviewers say about the longevity and coverage of Ilia concealer versus Kosas for everyday school drop off looks
1 real search · 1 real-search pass
ILIA True Skin Serum Concealer vs Kosas Revealer Concealer reviews coverage longevity wear test everydayGoogle ↗
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
ILIA True Skin Serum Concealer vs Kosas Revealer Concealer reviews coverage longevity wear test everyday
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1