Why does my Cosrx Snail Mucin sometimes pill when I layer it under certain silicone based primers and foundations, and how can I fix the formulation conflict?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why does my Cosrx Snail Mucin sometimes pill when I layer it under certain silicone based primers and foundations, and how can I fix the formulation conflict?
2 real searches · 1 real-search pass
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)
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
COSRX Advanced Snail 96 Mucin Power Essence ingredients official product directions film pilling silicone primer Google ↗
why skincare pills under makeup film forming polymers silicone primer application pilling dermatology Google ↗
- Understanding the causes of skincare product pilling · pmc.ncbi.nlm.nih.gov
- Understanding the causes of skincare product pilling. · pubmed.ncbi.nlm.nih.gov
- COSRX Snail 96 Mucin Essence | Award-Winning Hydration & Glow · cosrx.com
- COREA COSMEDICAL CENTER Co., Ltd. · digitalcontent.target.com
- Why Does My Makeup Separate or Pill? · ulta.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
COSRX Advanced Snail 96 Mucin Power Essence ingredients official product directions film pilling silicone primer OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
why skincare pills under makeup film forming polymers silicone primer application pilling dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |