Real ChatGPT answer · index seedFCyW2YycOjMcompleteBeauty and personal care · anti-aginginformational

Does the pH level of Sunday Riley Good Genes influence how effectively free acid penetrates the stratum corneum for anti-aging benefits?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Does the pH level of Sunday Riley Good Genes influence how effectively free acid penetrates the stratum corneum for anti-aging benefits?
2 real searches · 1 real-search pass
Sunday Riley Good Genes lactic acid serum pH formulation pH officialGoogle ↗
OBSERVEDOther / navigational
alpha hydroxy acid pH free acid concentration penetration stratum corneum lactic acid study pKaGoogle ↗
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 / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
Sunday Riley Good Genes lactic acid serum pH formulation pH official Google ↗
alpha hydroxy acid pH free acid concentration penetration stratum corneum lactic acid study pKa Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sunday Riley Good Genes lactic acid serum pH formulation pH official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
alpha hydroxy acid pH free acid concentration penetration stratum corneum lactic acid study pKa
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1