Aspects of the subject technology relate to systems, methods, and machine-readable media for providing an access point recommendation to a client system. A system may be configured to receive, from a plurality of reporting systems, access point reports for a plurality of access points, each access point report comprising information about an access point, prioritize the plurality of access points based on the access point reports, and provide an access point recommendation to a client system based on the prioritization of the plurality of access points.