Real ChatGPT answer · index seedU2S5KpDKyxscompleteBeauty and personal care · skincarecommercial

How should I patch test The Ordinary Niacinamide serum on my teenage daughter before she applies it to her whole face every morning?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How should I patch test The Ordinary Niacinamide serum on my teenage daughter before she applies it to her whole face every morning?
1 real search · 1 real-search pass
The Ordinary Niacinamide 10% + Zinc 1% official directions patch test irritation useGoogle ↗
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). 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
The Ordinary Niacinamide 10% + Zinc 1% official directions patch test irritation use Google ↗
  1. How to Patch Test The Ordinary Products · theordinary.com
  2. theordinary.com · theordinary.com
  3. Product Spotlight: Niacinamide 10% + Zinc 1% · theordinary.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Ordinary Niacinamide 10% + Zinc 1% official directions patch test irritation use
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1