Clientelist parties (or political machines) engage in a variety of strategies during elections. Most studies focus exclusively on "vote buying," a strategy that rewards opposing voters for switching their vote choices. Yet in many countries, machines also adopt other strategies, such as activating their passive constituencies through "turnout buying." What factors explain variation in patterns of clientelism during elections? We develop an analytical framework and formal model that emphasize the role of individual and contextual factors.