The proliferation of imitation luxury fragrances poses a significant threat to brands and consumers alike. Robust EAN barcode verification plays a critical role in preserving the integrity of the distribution network. By rigorously validating EAN barcodes against official master data, retailers and suppliers can recognize and stop the introduction