Real ChatGPT answer · index seeda04ESL2q78kcompleteBeauty and personal care · anti-agingcommercial

Which over the counter glycolic acid toners have the right pH and free acid value to effectively resurface textured skin without excessive irritation?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which over the counter glycolic acid toners have the right pH and free acid value to effectively resurface textured skin without excessive irritation?
1 real search · 1 real-search pass
glycolic acid toner pH free acid value product formulations 2026Google ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
glycolic acid toner pH free acid value product formulations 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
glycolic acid toner pH free acid value product formulations 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1