Does The Ordinary niacinamide serum work well under modern mineral sunscreens, or does it tend to pill up during hot summer days?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does The Ordinary niacinamide serum work well under modern mineral sunscreens, or does it tend to pill up during hot summer days?
1 real search · 1 real-search pass
The Ordinary Niacinamide 10% + Zinc 1% pilling under mineral sunscreen layering hot weather reviews formulationGoogle ↗
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 (1)
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% pilling under mineral sunscreen layering hot weather reviews formulation Google ↗
- How to Prevent & Solve Product Pilling | The Ordinary · theordinary.com
- Product Spotlight: Niacinamide 10% + Zinc 1% · theordinary.com
- Understanding the causes of skincare product pilling · pmc.ncbi.nlm.nih.gov