Real ChatGPT answer · index seedoA17di4blk4completeBeauty and personal care · clean beautycomparison

We are revamping our shop's clean beauty section, so please compare the coverage and finish of Kosas concealer against Ilia concealer.

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

The searches the AI actually ran for this prompt.

SEED QUERY
We are revamping our shop's clean beauty section, so please compare the coverage and finish of Kosas concealer against Ilia concealer.
1 real search · 1 real-search pass
Kosas Revealer Concealer vs ILIA concealer coverage finish formula current products 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

ChatGPT1 real searches · gpt-6
Kosas Revealer Concealer vs ILIA concealer coverage finish formula current products 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kosas Revealer Concealer vs ILIA concealer coverage finish formula current products 2026
OBSERVED
Google ↗
AI Mode ↗
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