Real ChatGPT answer · index seedRolO0o92OE4completeBeauty and personal care · anti-agingcomparison

Find me a cheap drugstore glycolic acid serum that works on dark sun spots without causing flaking on dry skin.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Find me a cheap drugstore glycolic acid serum that works on dark sun spots without causing flaking on dry skin.
2 real searches · 1 real-search pass
gentle glycolic acid serum dry sensitive skin hyperpigmentation sun spots sunscreen dermatology guidanceGoogle ↗
OBSERVEDInstruction
American Academy Dermatology age spots sun spots sunscreen treatment glycolic acid irritation dry skin alpha hydroxy 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 (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
gentle glycolic acid serum dry sensitive skin hyperpigmentation sun spots sunscreen dermatology guidance Google ↗
American Academy Dermatology age spots sun spots sunscreen treatment glycolic acid irritation dry skin alpha hydroxy acid Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
gentle glycolic acid serum dry sensitive skin hyperpigmentation sun spots sunscreen dermatology guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
American Academy Dermatology age spots sun spots sunscreen treatment glycolic acid irritation dry skin alpha hydroxy acid
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1