Research methodology.

Kourienty Intelligence exists to add materially different information and functionality to the Kourienty ecosystem. It does not republish Shopify guides or spin existing commercial copy.

Product information

Product facts used in future datasets must come from attributable sources such as manufacturer documentation, physical packaging or verified Kourienty catalog data. Ingredient percentages, certifications, identifiers and clinical claims are never inferred.

Price and availability

Future price or availability research must disclose when information was collected, what was sampled and what was excluded. Historical movement is not claimed from a single observation.

Health boundary

This property provides cosmetic-product education and navigation. It does not diagnose skin conditions and does not present itself as dermatological or medical care.

Corrections

When a material factual correction is made, the content and its modification date should be updated together. Dates are not changed simply to manufacture freshness.