Real ChatGPT answer · index seednpJNqW9IC5EcompleteBeauty and personal care · skincarecomparison

Looking at Salicylic acid versus Mandelic acid for treating stubborn blackheads in someone who cannot tolerate strong retinoids due to chronic redness.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at Salicylic acid versus Mandelic acid for treating stubborn blackheads in someone who cannot tolerate strong retinoids due to chronic redness.
1 real search · 1 real-search pass
American Academy of Dermatology salicylic acid blackheads sensitive skin rosacea skincare irritation mandelic acidGoogle ↗
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 sensitive skin rosacea skincare irritation mandelic acid Google ↗

Queries

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