Abstract: Product displays are used to hold and present products. A method of manufacturing a product display can include forming display unit and cartridge blanks for assembly into a product display that has been designed using a product display design model executed on a computing device. A dataset of standardized units is created and includes products, cartridges, and display units. The product display design model generates product display design options that specify geometric arrangements of cartridges within display units, where the cartridges are each associated with a product type. The geometric arrangements are based on inputs that include combinations of a target total product count, a target mix ratio, product types, and a product display type. Display unit blanks and cartridge blanks used to construct display units and cartridges of the product display are formed by a manufacturing device based on a generated product display design option.