The pursuit of natural dye extraction methods has garnered significant attention in recent years, driven by the desire for more sustainable and eco-friendly alternatives to synthetic dyes. While numerous innovative techniques have been developed to enhance the yield and efficiency of natural dye extraction, their practical applicability in the textile industry remains fraught with challenges. This section provides a comprehensive critique of natural dye extraction methods from the perspective of industrial applicability.