Abstract: Computer-readable media, computer systems, and computing devices method of facilitating presentation of alternative query suggestions. The method includes referencing an initial query having a plurality of terms. A term(s) to remove from the initial query is identified, for example, based at least on a number of times the term(s) occur in previous queries. The initial query is modified by removing the term(s) from the initial query. Thereafter, the modified query is used to identify an alternative query suggestion(s) that includes at least one term that matches at least one term of the modified query.

Abstract: Methods, computer systems and computer-readable media for adding social network data to search suggestions are provided. At least a portion of a search query is received, and a set of suggested search queries is determined for the at least a portion of the search query. A first suggested search query in the set of suggested search queries is determined to be associated with a person or entity. A social data store is accessed; the social data store includes social network data. It is determined that the person or entity is associated with a set of social network data in the social data store, and the set of social network data in association with the first suggested search query is provided to a search engine page.