Shape-based metrics measure how faithfully a drawing D represents the structure of graph G, using proximity S D. While some limited classes admit drawings (i.e., optimally shape-faithful drawings, where $$S = G$$ ), algorithms for general graphs have not been investigated. In this paper, we present first study graphs. First, conduct extensive comparison experiments popular layouts shape-based m...