Real ChatGPT answer · index seed5RyRIZjGF2ocompleteBeauty and personal care · anti-agingcomparison

Looking for budget friendly glycolic acid serums that compare favorably to Glycolix Elite for my spa clients dealing with stubborn hyperpigmentation.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for budget friendly glycolic acid serums that compare favorably to Glycolix Elite for my spa clients dealing with stubborn hyperpigmentation.
1 real search · 1 real-search pass
Glycolix Elite serum ingredients glycolic acid percentage price alternatives affordable glycolic acid serums hyperpigmentationGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Glycolix Elite serum ingredients glycolic acid percentage price alternatives affordable glycolic acid serums hyperpigmentation Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Glycolix Elite serum ingredients glycolic acid percentage price alternatives affordable glycolic acid serums hyperpigmentation
OBSERVED
Google ↗
AI Mode ↗
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