Real ChatGPT answer · index seedmFyuLayYtYIcompleteBeauty and personal care · skincarecomparison

is naked and thriving facial oil better than sunday riley ceo serum for reducing dark spot hyperpigmentation

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

The searches the AI actually ran for this prompt.

SEED QUERY
is naked and thriving facial oil better than sunday riley ceo serum for reducing dark spot hyperpigmentation
1 real search · 1 real-search pass
Naked and Thriving facial oil ingredients hyperpigmentation vs Sunday Riley CEO serum vitamin C ingredientsGoogle ↗
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
Naked and Thriving facial oil ingredients hyperpigmentation vs Sunday Riley CEO serum vitamin C ingredients Google ↗
  1. Sunday Riley CEO 15% Vitamin C Serum · sundayriley.com
  2. Which Products Contain Vitamin C? · support.nakedandthriving.com
  3. Rejuvenate Restorative Face Oil · nakedandthriving.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Naked and Thriving facial oil ingredients hyperpigmentation vs Sunday Riley CEO serum vitamin C ingredients
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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