Are organic lipstick brands actually better for your lips, or is it mostly marketing hype compared to standard department store cosmetics.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are organic lipstick brands actually better for your lips, or is it mostly marketing hype compared to standard department store cosmetics.
1 real search · 1 real-search pass
organic lipstick natural ingredients better for lips evidence fragrance allergens lip products dermatology FDA cosmetics organic claimsGoogle ↗
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
organic lipstick natural ingredients better for lips evidence fragrance allergens lip products dermatology FDA cosmetics organic claims Google ↗
- "Organic" Cosmetics · fda.gov
- Aromatherapy · fda.gov
- Lead in Cosmetics Guidance Supporting Document · fda.gov
- Makeup · fda.gov