Estimating and monitoring population sizes of rare and endangered cave animals is a daunting task, mainly because it is extremely difficult and dangerous for humans to penetrate their environment and come face to face with them. To circumvent this problem, I will explore the potential of DNA suspended in groundwater to make inferences about population sizes of an aquatic cave species, the olm Proteus, in different cave systems in south-eastern Europe.