A method for generating a package identifier includes generating an image of a portion of a surface of a substrate of the package, generating a serial number of the package from the image, the serial number being based on at least one surface feature of the portion of the surface, and affixing a visual indicator on the package that is based on the serial number. The visual indicator affixed on the package is therefore based on the at least one surface feature of the package.