The study of biodiversity is a priority task of biological science. The structural unit of biodiversity is a species that has a clear identification in a taxonomic system. Morphological features are traditionally the main criteria for species discrimination in zoological studies. However, the presence of inter‐ and intraspecific polymorphism and phenotypic plasticity makes it difficult to identify species in many groups of invertebrates. To solve this problem, in this research, we analyzed morphological and genetic data in combination to delimit species among the Eastern Siberia Glossiphonia leeches using different approaches. Morphology analysis revealed phenetically distinct groups, suggesting the existence of at least two species in the region, G. verrucata, a rare Palaearctic species, and a potentially new species Glossiphonia sp. Moreover, sequence‐based species delimitation methods congruently supported eight distinct species groups (including two Siberian species) within the available molecular dataset of the Glossiphonia world fauna, using phylogenetic (ML and BI), coalescent (ABGD and GMYC) methods, and pairwise analysis of sequences. The detected p‐distances (modal value of 0.11) between these 8 groups and the level of genetic polymorphism (max. 0.0041) within groups indicate that the groups are 8 independent species according to the DNA barcoding. Our results once again proved the usefulness of molecular systematics. At the same time, we detected several inaccuracies in the leech species identification, as well as many ambiguous sites in sequences uploaded on GenBank, which affects the analysis and impedes progress of DNA barcoding technology.