Abstract: This disclosure relates to determining and displaying item preferences associated with geographic areas. Each of a plurality of item selections is associated with a respective geographic location. Item selections associated with a geographic area are identified. A preference for an item from among a group of items is determined based on the identified ones of the item selections. The preference is sent to a client for rendering.

Abstract: This disclosure relates to determining and displaying item preferences associated with geographic areas. Each of a plurality of item selections is associated with a respective geographic location. Item selections associated with a geographic area are identified. A preference for an item from among a group of items is determined based on the identified ones of the item selections. The preference is sent to a client for rendering.

Abstract: Methods and systems for providing multiple level text cloud navigation are described, where various categories are displayed in a first text cloud and, when a category is selected, a second text cloud is displayed having child nodes of the selected category and selected lower level nodes. The categories, child nodes, and selected other nodes are displayed using an importance identifier indicative of the number of results in that category or node, a relative importance thereof, a similarities metric, a recommendations metric, or the like.

Abstract: The present disclosure provides systems and methods for identifying the product pages of an interactive catalog receiving at least one click-through originating from a commentary page and generating a list of products corresponding to the product pages. The method including determining a total number of click-throughs to each of the product pages from the commentary pages during a predetermined period of time and ordering the list in descending order based on the total number of click-throughs. Additionally, the method includes causing the display of the list.