Real ChatGPT answer · index seedgFn3RrBxTFYcompleteBeauty and personal care · anti-aginghowto

What specific steps should I take to patch-test Sunday Riley Good Genes lactic acid on hyper-reactive skin before applying it full-face?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific steps should I take to patch-test Sunday Riley Good Genes lactic acid on hyper-reactive skin before applying it full-face?
2 real searches · 1 real-search pass
Sunday Riley Good Genes lactic acid official directions sensitive skin patch testGoogle ↗
OBSERVEDInstruction
dermatologist patch test skincare product sensitive reactive skin instructions AADGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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 official directions sensitive skin patch test Google ↗
dermatologist patch test skincare product sensitive reactive skin instructions AAD Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sunday Riley Good Genes lactic acid official directions sensitive skin patch test
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
dermatologist patch test skincare product sensitive reactive skin instructions AAD
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1