1. A method comprising: receiving, by an image analysis component from an image capture device, at least one image of an inventory environment; providing, by the image analysis component, product recognition data based on object recognition analysis of the at least one image; determining, by the image analysis component, a plurality of product display parameters for a product based on the product recognition data, the plurality of product display parameters comprising a quantity parameter representing a quantity of facings of the product and a quality parameter representing quality of presentation for the quantity of facings; and determining, by an inventory analysis component in communication with the image analysis component and based on the plurality of product display parameters, a presence rating of the product within the inventory environment, wherein ones of the plurality of product display parameters are weighted unequally when determining the presence rating.