Technologies for providing suggestions of images for items without images in listings data are described herein. Item details regarding a number of items to be listed in online marketplace are received from a seller, validated, and processed before being merged in an item catalog. Those items submitted without image data specifying one or more images for the item are identified. An image index maintained in the online marketplace system and indexing images for popular items by keyword is searched to locate a number of images related to the items with missing image data. The items with missing image data are presented to the seller along with suggested images for the item. The seller selects one or more of the suggested images and the images are added to the listings data for the item before being merged into the item catalog.