Real ChatGPT answer · index seedXIkpRDLCIiscompleteBeauty and personal care · fragranceinformational
How do alcohol concentration and oil ratios dictate whether a formula passes a standard perfume expiration date check over time?
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The searches the AI actually ran for this prompt.
SEED QUERY
How do alcohol concentration and oil ratios dictate whether a formula passes a standard perfume expiration date check over time?
1 real search · 1 real-search pass
perfume shelf life ethanol concentration fragrance oil oxidation stability expiration date cosmetic stability testing alcohol perfume formulationGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
perfume shelf life ethanol concentration fragrance oil oxidation stability expiration date cosmetic stability testing alcohol perfume formulation Google ↗
- COS1403_Gesamt_GB.pdf · orchadia.org
- Predictive microbiology for cosmetics based on physicals, chemicals and concentration parameters · pubmed.ncbi.nlm.nih.gov
- Stability of limonene and monitoring of a hydroperoxide in fragranced products<link href='#ffj3210-note-0021'></link> - Kern - 2014 - Flavour and Fragrance Journal · onlinelibrary.wiley.com
- Fragrance Stability · orchadia.org
- — Guidelines on the stability testing of cosmetic products · gso-sims-preview-doc-aws.s3-eu-west-1.amazonaws.com
- Stability Testing Guidance for Product Safety and Shelf-life Insight · cosmeticsandtoiletries.com
- The safety, stability, and compatibility of fragrances in skin and hair products‡: Journal of Toxicology: Cutaneous and Ocular Toxicology: Vol 1, No 3 · tandfonline.com