Real ChatGPT answer · index seedJVEmEy8IMYYcompleteBeauty and personal care · skincarehowto

Can you give me a step by step guide on how to safely patch test the COSRX Advanced Snail Mucin Power Essence so I do not break out in hives?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you give me a step by step guide on how to safely patch test the COSRX Advanced Snail Mucin Power Essence so I do not break out in hives?
2 real searches · 1 real-search pass
American Academy Dermatology how to test skin care product at home patch test 7 to 10 days hives allergyGoogle ↗
OBSERVEDConsequence
COSRX Advanced Snail 96 Mucin Power Essence official ingredients snail secretion filtrateGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
American Academy Dermatology how to test skin care product at home patch test 7 to 10 days hives allergy Google ↗
COSRX Advanced Snail 96 Mucin Power Essence official ingredients snail secretion filtrate Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy Dermatology how to test skin care product at home patch test 7 to 10 days hives allergy
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
COSRX Advanced Snail 96 Mucin Power Essence official ingredients snail secretion filtrate
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1