Real ChatGPT answer · index seed0OR8hmW7hRUcompleteBeauty and personal care · skincarecommercial

Can niacinamide from The Ordinary be safely mixed into my body lotion to help fade stubborn discoloration on my arms and legs

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can niacinamide from The Ordinary be safely mixed into my body lotion to help fade stubborn discoloration on my arms and legs
1 real search · 1 real-search pass
The Ordinary Niacinamide 10% Zinc 1% official directions mixing moisturizer topical use hyperpigmentation dermatology niacinamideGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
The Ordinary Niacinamide 10% Zinc 1% official directions mixing moisturizer topical use hyperpigmentation dermatology niacinamide Google ↗
  1. theordinary.com · theordinary.com
  2. Product Spotlight: Niacinamide 10% + Zinc 1% · theordinary.com
  3. Niacinamide: What It Is and Skin Benefits · health.clevelandclinic.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Ordinary Niacinamide 10% Zinc 1% official directions mixing moisturizer topical use hyperpigmentation dermatology niacinamide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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