This study takes visibility as an entry point to consider the practice and impact of media technology interfaces from the perspective of disabilities. It analyzes the technological barriers in digital identity tracking and management, the embodied interface interactions, and the mobile sensory adaptation of media interfaces that visually impaired people encounter in the city, as well as the efforts that they make to adapt to related technological presuppositions. Furthermore, it discusses how technologies complicated the “in/visibility politics” in the networked city. This paper argues that visually impaired people face not only the symbolic invisibility (“identity” or “image”), but also the dilemma of visibility in the sense of media ontology, i.e., the prominence and obscuration of perception by media technologies in specific space and time. Ocularcentrism and social differentiation of people with different physical abilities imposes the visually impaired taking an ableist way of “seeing”. In this sense, mediated perception and gaze are only with narrow visions, and the “disappearance” and “truncation” of certain aspects of bodily activity and sensory experience surrounding the interfaces render related people and actions “invisible”.