Systems, methods, and software are provided for facilitating data searching over a network. For example, in one implementation, a first component may be adapted to communicate with a user via a user device over the network. A second component may be adapted to receive a search request from the user via the user device over the network, process the search request by identifying zero or more contexts related to the user based on information that may be passed with the search request or via other sources, and provide zero or more search results in response to the search request. A database may be adapted to store information, including contextual information, related to the user. The second component may select information from the database related to zero or more contexts in order to provide zero or more search results to the user. Various other implementations are also provided.