Real ChatGPT answer · index seed1tmgxeyjZxQcompleteBeauty and personal care · cosmeticsinformational
How do I find a cruelty free dupe for my favorite high-end prestige concealer without having to test everything in store
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I find a cruelty free dupe for my favorite high-end prestige concealer without having to test everything in store
1 real search · 1 real-search pass
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OBSERVEDInstruction
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
how to find concealer dupes shade formula finish cruelty free Leaping Bunny certification brand policies Google ↗
- Findation · findation.com
- No Animal Testing & Ingredient Transparency · milkmakeup.com
- Future Fluid Creamy Hydrating Concealer · milkmakeup.com