Abstract: Systems, methods, and non-transitory computer readable media can aggregate recommendations from users within a social networking system. A table including a plurality of entity-user pairs can be generated based on the aggregated recommendations, wherein each entity-user pair of the plurality of entity-user pairs is based on an entity and a user having one or more connections within the social networking system that have provided recommendations relating to the entity. A request from a particular user to access a recommendation request can be received. One or more automatically suggested recommendations can be generated for the particular user in connection with the recommendation request based on the table.