Real ChatGPT answer · index seedJHHy9KIkgAQcompleteBeauty and personal care · cosmeticsinformational

Which chemical exfoliants are best suited for beginners who want to clear out congested pores on the nose without causing peeling or flaking on the rest of the face?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which chemical exfoliants are best suited for beginners who want to clear out congested pores on the nose without causing peeling or flaking on the rest of the face?
1 real search · 1 real-search pass
American Academy of Dermatology salicylic acid blackheads acne sensitive skin exfoliation irritation moisturizer sunscreenGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
American Academy of Dermatology salicylic acid blackheads acne sensitive skin exfoliation irritation moisturizer sunscreen Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology salicylic acid blackheads acne sensitive skin exfoliation irritation moisturizer sunscreen
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1