Real ChatGPT answer · index seedPuwAbKh3DPwcompleteBeauty and personal care · clean beautycommercial
What are the most popular non toxic lipstick shades in nude and rose that contain nourishing oils for aging lips.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most popular non toxic lipstick shades in nude and rose that contain nourishing oils for aging lips.
1 real search · 1 real-search pass
best clean lipstick nourishing oils nude rose shades mature lips ingredient formulas 2026Google ↗
OBSERVEDComparison
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
best clean lipstick nourishing oils nude rose shades mature lips ingredient formulas 2026 Google ↗
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