Real ChatGPT answer · index seedxb7ZwRii3FAcompleteBeauty and personal care · skincarehowto

My teenage daughter is begging for the viral COSRX snail mucin, but I want to make sure it is safe for acne-prone skin and won't make her breakouts worse.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My teenage daughter is begging for the viral COSRX snail mucin, but I want to make sure it is safe for acne-prone skin and won't make her breakouts worse.
2 real searches · 1 real-search pass
COSRX Advanced Snail 96 Mucin Power Essence official ingredients directions acne prone skin dermatologistGoogle ↗
OBSERVEDInstruction
snail mucin topical skincare allergy dust mite shellfish allergy evidence dermatologyGoogle ↗
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 / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
COSRX Advanced Snail 96 Mucin Power Essence official ingredients directions acne prone skin dermatologist Google ↗
snail mucin topical skincare allergy dust mite shellfish allergy evidence dermatology Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
COSRX Advanced Snail 96 Mucin Power Essence official ingredients directions acne prone skin dermatologist
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
snail mucin topical skincare allergy dust mite shellfish allergy evidence dermatology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1