What is the relationship between clientelism and political participation in popular urban neighborhoods? This article addresses the question based on qualitative research in two popular neighborhoods of Buenos Aires, drawing on participant observation and interviews with residents, activists, and party brokers. Adding to a growing literature on “participatory clientelism,” we argue for greater attention to the urban context through which this unfolds. To date, research into participatory clientelism has predominantly considered specific practices—participatory innovations or contentious politics—and been limited to the survival of the urban poor and the demand for political support by party brokers. While these are crucial practices, they are not exhaustive of the relations that sustain participatory clientelism, particularly in contexts of territorialized politics. Based on the socio-spatial approach of Henri Lefebvre, influential in urban studies, we define three interconnected dimensions of participatory clientelism and identify them in the cases under study.