Why do my lips bleed around the edges when I wear long-wear matte formulas, and is there a specific ingredient causing this irritation?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do my lips bleed around the edges when I wear long-wear matte formulas, and is there a specific ingredient causing this irritation?
1 real search · 1 real-search pass
long-wear matte lipstick allergic contact cheilitis ingredients fragrance propylene glycol dermatologyGoogle ↗
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
long-wear matte lipstick allergic contact cheilitis ingredients fragrance propylene glycol dermatology Google ↗
- Contact reactions to lipsticks and other lipcare products · dermnetnz.org
- Allergic contact cheilitis · dermnetnz.org
- Eczematous cheilitis · dermnetnz.org