1. A non-transitory computer-readable medium embodying a program executable in a computing device, the program, when executed, causing the computing device to at least: select an electronic category entry from an electronic catalog; select a plurality of suppression rules based at least in part on a product category associated with the electronic catalog entry or a merchant associated with the electronic catalog entry; determine if the electronic catalog entry is a suppressed entry by applying the suppression rules to the electronic catalog entry; exclude, in response to the electronic catalog entry being a suppressed entry, the electronic catalog entry from a search result when the search result is generated responsive to a search query applied to the electronic catalog; and wherein the suppression rules comprise at least one of: a number of product returns or a number of customer complaints corresponding to the electronic catalog entry meeting a predefined threshold, the electronic catalog entry lacking a required product information, or the electronic catalog entry lacking a corresponding image.