Real ChatGPT answer · index seedCdwSo2QCkXgcompleteBeauty and personal care · skincarecommercial

Does the Cosrx advanced snail mucin work well under liquid foundation or does it cause makeup to pill during the day?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does the Cosrx advanced snail mucin work well under liquid foundation or does it cause makeup to pill during the day?
1 real search · 1 real-search pass
COSRX Advanced Snail 96 Mucin Power Essence under foundation pilling makeup reviews layering moisturizer foundationGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
COSRX Advanced Snail 96 Mucin Power Essence under foundation pilling makeup reviews layering moisturizer foundation Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
COSRX Advanced Snail 96 Mucin Power Essence under foundation pilling makeup reviews layering moisturizer foundation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1