Real ChatGPT answer · index seedcwgwybFmlxUcompleteBeauty and personal care · clean beautyinformational
Which clean beauty brands currently offer the most transparent sourcing and supply chain practices for their organic plant oils?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which clean beauty brands currently offer the most transparent sourcing and supply chain practices for their organic plant oils?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clean beauty brands organic plant oils supply chain transparency traceability sourcing certifications 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
beauty brands transparent sourcing organic argan marula jojoba rosehip oil fair trade supply chain traceability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |