Original data research from the PlainSubstitute editorial team. Every page is rendered server-side from a live SELECT against the portal database; no numbers are hardcoded.
PlainSubstitute ranks culinary ingredients by the number of documented substitutes in our curated database. Live SSR query against the ingredients table joined to the substitutes table — every count derives from the current snapshot.
PlainSubstitute ranks ingredient categories by how many documented substitutes exist per ingredient in each category. Live SSR aggregate query — categories with high density indicate where the substitution database is deepest.
PlainSubstitute ranks individual substitute entries by quality rating (1-5 scale assigned by the editorial team based on flavor parity, texture, and culinary-context performance). Live SSR query against the substitutes table.