Real ChatGPT answer · index seedffl8oBvcDqccompleteBeauty and personal care · anti-agingcomparison

Which budget friendly glycolic acid product is better for mature skin with sun spots, The Ordinary Glycolic Acid Toner or Mario Badescu Glycolic Acid Toner?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which budget friendly glycolic acid product is better for mature skin with sun spots, The Ordinary Glycolic Acid Toner or Mario Badescu Glycolic Acid Toner?
1 real search · 1 real-search pass
The Ordinary Glycolic Acid 7% toner ingredients directions official; Mario Badescu Glycolic Acid Toner ingredients directions official compare glycolic acid mature skin hyperpigmentation sun spotsGoogle ↗
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). 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
The Ordinary Glycolic Acid 7% toner ingredients directions official; Mario Badescu Glycolic Acid Toner ingredients directions official compare glycolic acid mature skin hyperpigmentation sun spots Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Ordinary Glycolic Acid 7% toner ingredients directions official; Mario Badescu Glycolic Acid Toner ingredients directions official compare glycolic acid mature skin hyperpigmentation sun spots
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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