Real ChatGPT answer · index seed4cyolssJimgcompleteBeauty and personal care · clean beautycommercial
Looking for recommendations for a clean everyday lip tint that is moisturizing, has clean ingredients, and does not contain heavy metals.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for recommendations for a clean everyday lip tint that is moisturizing, has clean ingredients, and does not contain heavy metals.
1 real search · 1 real-search pass
lip tint brands heavy metals testing lead cadmium arsenic cosmetics third party testing clean beauty Ilia RMS 100% PureGoogle ↗
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
lip tint brands heavy metals testing lead cadmium arsenic cosmetics third party testing clean beauty Ilia RMS 100% Pure Google ↗
- Shop ILIA · ulta.com
- Shop RMS Beauty · ulta.com
- Shop Milk Makeup · ulta.com
- Shop Tower 28 · sephora.com
- FDA's Testing of Cosmetics for Arsenic, Cadmium, Chromium, Cobalt, Lead, Mercury, and Nickel Content · fda.gov
- Lead in Cosmetics · fda.gov
- Does ILIA test for heavy metals? · support.iliabeauty.com
- Ingredients · ilia-customer-support-en-ca.gorgias.help