Match the reason
A useful substitution starts with both the ingredient and the reason it must be replaced. A pantry shortage allows alternatives that would be unsuitable for a vegan diet or a food allergy. The finder is intended to surface candidates within that context, leaving out replacements that solve the cooking problem but conflict with the stated need.