In this paper the authors perform an analysis of automated creation of graph visualization systems (GVS). The complete process, starting with definition of functional requirements for GVS and finishing with evaluation of resulting system, is described. The overview of each construction step is provided. The set of metric types is developed for evaluation of resulting GVS. Features of existing solutions are compared with proposed framework. Conclusions are made and further researches are defined.