Real ChatGPT answer · index seedxrITRjrEn7ocompleteBeauty and personal care · clean beautyinformational
What are the best biocompatible emulsifiers used in organic cold-processed creams that avoid traditional parabens and PEGs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best biocompatible emulsifiers used in organic cold-processed creams that avoid traditional parabens and PEGs?
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
ChatGPT2 real searches · gpt-6
natural PEG-free emulsifiers cold process cosmetics sucrose stearate polyglyceryl organic formulation supplier technical data Google ↗
COSMOS approved emulsifiers cold process creams polyglyceryl olivate lecithin sucrose stearate documentation Google ↗
- Sucragel CF - Alchemy Ingredients · cosmetics.specialchem.com
- Sucragel CF - Alchemy Emulsifiers · specialchem.com
- Schede Marketing · pub-mediabox-storage.rxweb-prd.com
- NEW business pres ENG (21 x 29.7 cm) · pub-mediabox-storage.rxweb-prd.com
- COSMOS APPROVED · cosmos-standard.org
- COSMOS | Documents · cosmos-standard.org
- Sucramulse 163 · cosmetics.specialchem.com
- Product Finder for your cosmetic ingredients · rca.swiss
- Einar® 4201 - Glyceryl stearate · palsgaard.com
- makingcosmetics.com · makingcosmetics.com
- CreamMaker® Fluid · cosmetics.specialchem.com
- Galolive Ten · galecosm.com
- COSMOS official website · cosmos-standard.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
natural PEG-free emulsifiers cold process cosmetics sucrose stearate polyglyceryl organic formulation supplier technical data OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
COSMOS approved emulsifiers cold process creams polyglyceryl olivate lecithin sucrose stearate documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |