The proliferation of imitation luxury fragrances poses a significant threat to brands and consumers alike. Comprehensive EAN barcode scanning plays a critical role in preserving the integrity of the channel network. By meticulously validating EAN barcodes against official master data, retailers and suppliers can recognize and block the introduction