Undeclared allergens remain one of the leading causes of food recalls worldwide despite improved food safety systems. This comprehensive guide explores how FDA recall analysis, RASFF, Codex CAC49, FAO/WHO Reference Doses, and the VITAL® Programme are reshaping Precautionary Allergen Labelling (PAL) from a precautionary warning into an evidence-based risk management tool.