What specific lip primer ingredients actually work to prevent lipstick bleeding around fine lines for someone over forty years old?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific lip primer ingredients actually work to prevent lipstick bleeding around fine lines for someone over forty years old?
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
cosmetic science lipstick feathering lip primer film forming polymers silicones waxes ingredients fine lines perioral wrinkles Google ↗
lipstick feathering prevention primer formulation film former trimethylsiloxysilicate dimethicone wax cosmetic science Google ↗
- AEROSIL® Fumed Silica for Lipstick · glenncorp.com
- [with formulas] Comparatively Speaking: Traditional vs. Transfer-resistant Lipstick · cosmeticsandtoiletries.com
- Two Decades of Transfer-resistant Lipstick · cosmeticsandtoiletries.com
- Lipstick Formulation: types, composition & formulating tips · ulprospector.ul.com
- Prep + Prime Lip Primer Base · maccosmetics.com
- MAC - Prep + Prime Lip Primer · ulta.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cosmetic science lipstick feathering lip primer film forming polymers silicones waxes ingredients fine lines perioral wrinkles OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
lipstick feathering prevention primer formulation film former trimethylsiloxysilicate dimethicone wax cosmetic science OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |