Real ChatGPT answer · index seed7s95TS8SBCMcompleteBeauty and personal care · clean beautyinformational

What is the maximum shelf life of an unopened clean mascara that uses radish root ferment filtrate as its primary broad spectrum preservative system?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the maximum shelf life of an unopened clean mascara that uses radish root ferment filtrate as its primary broad spectrum preservative system?
2 real searches · 1 real-search pass
Leuconostoc radish root ferment filtrate preservative efficacy cosmetic limitations broad spectrum challenge test mascara shelf lifeGoogle ↗
OBSERVEDReason
cosmetic product shelf life unopened mascara stability testing preservative efficacy ISO 11930 FDAGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
Leuconostoc radish root ferment filtrate preservative efficacy cosmetic limitations broad spectrum challenge test mascara shelf life Google ↗
cosmetic product shelf life unopened mascara stability testing preservative efficacy ISO 11930 FDA Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Leuconostoc radish root ferment filtrate preservative efficacy cosmetic limitations broad spectrum challenge test mascara shelf life
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
cosmetic product shelf life unopened mascara stability testing preservative efficacy ISO 11930 FDA
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1