Can you explain why my mineral sunscreen keeps pilling under makeup and what ingredients I need to change in my formulation
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain why my mineral sunscreen keeps pilling under makeup and what ingredients I need to change in my formulation
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). 2 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
mineral sunscreen formulation pilling film former polymer compatibility makeup zinc oxide dispersion cosmetic formulation Google ↗
zinc oxide sunscreen formulation dispersion surface treatment rheology film formation technical paper Google ↗
- Z-COTE® UV Filters · care360.basf.com
- Creating Appealing and Stable Mineral SPF Sunscreens · lubrizol.com
- Mastering Zinc Oxide Formulation: A Primer on Overcoming Challenges for Superior Sun Protection · cosmeticsandtoiletries.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
mineral sunscreen formulation pilling film former polymer compatibility makeup zinc oxide dispersion cosmetic formulation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
zinc oxide sunscreen formulation dispersion surface treatment rheology film formation technical paper OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |