A method and a system are disclosed to facilitate a user to request and complete a computer task. In various embodiments, as the user is inputting keywords in a search interface through an application, one or more suggestions can be presented to the user to recommend a computer task. The suggestions can be generated based on the keyword(s) input by the user thus far, and various contexts such as an application context, a user context, a search context and/or any other contexts. Upon user selection of a suggestion as computer task requested by the user, a task flow to facilitate the user to complete the computer task can be determined. In some examples, the task flow can be implemented one or more interfaces in the application where the user initiates the computer task request. In some examples, the task flow can be implemented in a separate interface from the application.