Real ChatGPT answer · index seedyClEK6rA9C8completeBeauty and personal care · clean beautyinformational
Can you explain the actual shelf life and preservative efficacy of anhydrous clean mascaras once opened compared to traditional water-based formulas?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain the actual shelf life and preservative efficacy of anhydrous clean mascaras once opened compared to traditional water-based formulas?
3 real searches · 1 real-search pass
anhydrous mascara preservative efficacy water activity microbial contamination opened mascara shelf life challenge testGoogle ↗
OBSERVEDReason
mascara period after opening 3 months cosmetic safety FDA eye cosmetics bacteriaGoogle ↗
OBSERVEDOther / navigational
ISO 11930 preservative efficacy test anhydrous cosmetics water activity microbiological riskGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 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
anhydrous mascara preservative efficacy water activity microbial contamination opened mascara shelf life challenge test Google ↗
mascara period after opening 3 months cosmetic safety FDA eye cosmetics bacteria Google ↗
ISO 11930 preservative efficacy test anhydrous cosmetics water activity microbiological risk Google ↗
- Loss of effectiveness of preservative systems of mascaras with age · pubmed.ncbi.nlm.nih.gov
- Loss of effectiveness of preservative systems of mascaras with age · pmc.ncbi.nlm.nih.gov
- ISO 11930:2019 - Cosmetics — Microbiology — Evaluation of the antimicrobial protection of a cosmetic product · iso.org
- ISO/CD 11930 - Cosmetics — Microbiology — Evaluation of the antimicrobial protection of a cosmetic product · iso.org
- Shelf Life and Expiration Dating of Cosmetics · fda.gov
- Eye Cosmetic Safety · fda.gov
- Cosmetics Safety Q&A: Eye Cosmetic Safety · fda.gov
- Using Cosmetics Safely · fda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
anhydrous mascara preservative efficacy water activity microbial contamination opened mascara shelf life challenge test OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
mascara period after opening 3 months cosmetic safety FDA eye cosmetics bacteria OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
ISO 11930 preservative efficacy test anhydrous cosmetics water activity microbiological risk OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |