What preservatives are necessary in a salty hair spray DIY recipe to prevent mold growth if I store bottles in a warm salon environment.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What preservatives are necessary in a salty hair spray DIY recipe to prevent mold growth if I store bottles in a warm salon environment.
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
cosmetic preservative efficacy broad spectrum phenoxyethanol ethylhexylglycerin pH salt compatibility water based hair spray Google ↗
FDA cosmetics microbial contamination preservative challenge testing water based cosmetics Google ↗
- PE 9010 · origin-www.ashland.com
- K 940 · ashland.com
- K 350 · origin-www.ashland.com
- euxyl™ k 940 preservative · origin-www.ashland.com
- A Survey of Preservatives Used in Cosmetic Products · mdpi.com
- Microbiological Safety and Cosmetics · fda.gov
- Good Manufacturing Practice (GMP) Guidelines/Inspection Checklist for Cosmetics · fda.gov
- 2026 IOM Chapter 5 · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cosmetic preservative efficacy broad spectrum phenoxyethanol ethylhexylglycerin pH salt compatibility water based hair spray OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FDA cosmetics microbial contamination preservative challenge testing water based cosmetics OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |