Real ChatGPT answer · index seedqAqODS1AJTscompleteBeauty and personal care · clean beautyinformational
Are there any non toxic lipstick shades in nude or rose that last all day without constant reapplication?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any non toxic lipstick shades in nude or rose that last all day without constant reapplication?
1 real search · 1 real-search pass
clean beauty long-wear lipstick ingredients transfer resistant nude rose shades 2026Google ↗
OBSERVEDOther / navigational
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
clean beauty long-wear lipstick ingredients transfer resistant nude rose shades 2026 Google ↗