1. A method performed by one or more processors, comprising: identifying a query, the query being entered by a user in a graphical interface displayed by a computing device of the user; identifying a plurality of suggestions based on similarity between the suggestions and the query, the identified suggestions including at least one task suggestion that is associated with at least one task; prior to user input that indicates completion of the query, providing one or more of the suggestions for presentation to the user in the graphical interface, wherein providing the one or more of the suggestions includes providing the task suggestion associated with the at least one task, and wherein providing the task suggestion comprises: providing the text of the task suggestion, and providing, in conjunction with the text of the task suggestion, an indicia that, when selected by the user, causes an association between the user and the at least one task to be stored in one or more databases, wherein the task suggestion is provided visually separate from any other provided of the suggestions; monitoring for a user selection of the text or the indicia; when the user selection is of the text, submitting the text as a search query without causing the association between the user and the at least one task to be stored; and when the user selection is of the indicia, causing the association between the user and the at least one task to be stored.