Drawing on auto-ethnographically documented experimental visualization practices and in conversation with critical cartography and the debates on diagrammatic reasoning in the arts, this paper argues that visualization should be considered more systematically as a method that bears self-reflexive and epistemic potential within qualitative research processes.