Facing the worldwide disease progression of COVID-19 caused by the SARS-CoV-2 virus, the situation is highly critical and there is an unmet need for effective vaccination, reliable diagnosis and therapeutic intervention. Neutralizing binding molecules such as antibodies or derivatives thereof have become important tools for acute treatment of COVID-19. Additionally, such binders provide the unique possibility to monitor the emergence and presence of a neutralizing immune response in infected or vaccinated individuals. Here we describe a set of 11 unique nanobodies (Nbs), originated from an immunized alpaca which bind with high affinities to the glycosylated SARS-CoV-2 Spike receptor domain (RBD). Using a multiplex in vitro binding assay we showed that eight of the selected Nbs effectively block the interaction between RBD, S1-domain and homotrimeric Spike protein with the angiotensin converting enzyme 2 (ACE2) as the viral docking site on human cells. According to competitive binding analysis and detailed epitope mapping, we grouped all Nbs blocking the RBD:ACE2 interaction in three distinct Nb-Sets and demonstrated their neutralizing effect with IC50 values in the low nanomolar range in a cell-based SARS-CoV-2 neutralization assay. Tested Nb combinations from different sets showed substantially lower IC50 values in both functional assays indicating a profound synergistic effect of Nbs simultaneously targeting different epitopes within the RBD. Finally, we applied the most potent Nb combinations in a competitive multiplex binding assay which we termed NeutrobodyPlex and detected a neutralizing immune response in plasma samples of infected individuals. We envisage that our Nbs have a high potential for prophylactic as well as therapeutic options and provide a novel approach to screen for a neutralizing immune response in infected or vaccinated individuals thus helping to monitor the immune status or to guide vaccine design.