This article unpacks different meanings of visibility and adds to a more complex and nuanced understanding of visibility and its role in LGBT + activism in Uganda, a widely discussed case of political homophobia. Public visibility has a central, although contested, role here. The study aims to explore how visibility is understood and navigated by local LGBT + activists, unaffiliated people with same-sex desires, as well as international development partners. Interviews conducted in Kampala from December 2021-January 2022 reveal different and complex narratives surrounding visibility. Local unaffiliated individuals and activists agreed on the importance of making the LGBT + rights struggle more visible. This, however, did not translate into a wish to "come out" themselves. International development actors expressed a need for caution regarding their own visibility, mindful that explicit and visual support may generate accusations of neo-imperialism.