Real ChatGPT answer · index seednRwWqBG0IXUcompleteBeauty and personal care · clean beautyinformational
Which clean beauty brands are transparent about their Scope 3 carbon emissions and use regenerative agriculture sourcing for their botanical extracts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which clean beauty brands are transparent about their Scope 3 carbon emissions and use regenerative agriculture sourcing for their botanical extracts?
5 real searches · 1 real-search pass
clean beauty brands Scope 3 emissions disclosure regenerative agriculture botanical ingredients sourcing brand sustainability reportGoogle ↗
OBSERVEDComparison
beauty brand "Scope 3" "regenerative agriculture" botanicalsGoogle ↗
OBSERVEDOther / navigational
Weleda Scope 3 emissions sustainability report regenerative agriculture sourcing botanical ingredientsGoogle ↗
OBSERVEDReason
Aveda Scope 3 emissions regenerative agriculture botanical sourcingGoogle ↗
OBSERVEDReason
beauty brands carbon footprint Scope 3 regenerative organic agriculture ingredientsGoogle ↗
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
clean beauty brands Scope 3 emissions disclosure regenerative agriculture botanical ingredients sourcing brand sustainability report Google ↗
beauty brand "Scope 3" "regenerative agriculture" botanicals Google ↗
Weleda Scope 3 emissions sustainability report regenerative agriculture sourcing botanical ingredients Google ↗
Aveda Scope 3 emissions regenerative agriculture botanical sourcing Google ↗
beauty brands carbon footprint Scope 3 regenerative organic agriculture ingredients Google ↗
- Paris Agreement: 10 Years on, Clarins continues its ambitious decarbonization path · groupeclarins.com
- Clarins Responsible Beauty: Commited to responsible sourcing · clarinsusa.com
- Clarins We Care 2030: Our Commitment to People, Planet, and Purpose · groupeclarins.com
- Caring for the planet · groupeclarins.com
- L'OCCITANE Group · group.loccitane.com
- L'OCCITANE Group · group.loccitane.com
- L'Occitane Group sustainability · group.loccitane.com
- Acting sustainably is part of the Weleda identity · weleda.com
- Production · weleda.com
- How Sustainable is Weleda? · brands.thecommons.earth
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clean beauty brands Scope 3 emissions disclosure regenerative agriculture botanical ingredients sourcing brand sustainability report OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
beauty brand "Scope 3" "regenerative agriculture" botanicals OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Weleda Scope 3 emissions sustainability report regenerative agriculture sourcing botanical ingredients OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Aveda Scope 3 emissions regenerative agriculture botanical sourcing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
beauty brands carbon footprint Scope 3 regenerative organic agriculture ingredients OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |