Real ChatGPT answer · index seedXiEzBWjgFqgcompleteBeauty and personal care · clean beautycomparison
How do I spot hidden synthetics in complicated skincare ingredient lists when evaluating new clean beauty brands for my retail business?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I spot hidden synthetics in complicated skincare ingredient lists when evaluating new clean beauty brands for my retail business?
3 real searches · 1 real-search pass
cosmetic ingredient labeling synthetic ingredients INCI fragrance preservatives polymers PEG silicones clean beauty claims FDA cosmetics labelingGoogle ↗
OBSERVEDReason
EU CosIng ingredient database cosmetic ingredient functions INCI officialGoogle ↗
OBSERVEDOther / navigational
FDA cosmetics natural organic claims cosmetics ingredients labeling officialGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
cosmetic ingredient labeling synthetic ingredients INCI fragrance preservatives polymers PEG silicones clean beauty claims FDA cosmetics labeling Google ↗
EU CosIng ingredient database cosmetic ingredient functions INCI official Google ↗
FDA cosmetics natural organic claims cosmetics ingredients labeling official Google ↗
- Summary of Cosmetics Labeling Requirements · fda.gov
- Cosmetics Labeling Guide · fda.gov
- FDA Cosmetic Ingredient Names · fda.gov
- European Commission CosIng Database · single-market-economy.ec.europa.eu
- FDA Cosmetics Labeling Claims · fda.gov
- FDA Small Business Cosmetics Guide · fda.gov
- Small Businesses & Homemade Cosmetics: Fact Sheet · fda.gov
- "Organic" Cosmetics · fda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cosmetic ingredient labeling synthetic ingredients INCI fragrance preservatives polymers PEG silicones clean beauty claims FDA cosmetics labeling OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
EU CosIng ingredient database cosmetic ingredient functions INCI official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FDA cosmetics natural organic claims cosmetics ingredients labeling official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |