Building a competitive cosmetic product system requires scientific and rigorous supplier selection, as manufacturing standardization and factory qualification determine the overall quality and market adaptability of branded cosmetic products. Many emerging cosmetic brands focus on personalized product customization and market differentiated layout, and professional lipstick...