This study argues that the widely adopted affordance perspective is not sufficiently capturing subtle differences between social media platforms (SMPs) that result from varying socio-cultural context factors. To address this gap, this study attempts a systematic structure of the different discourses on SMP differences and at the same time aligning it better to the affordance perspective. An online survey asked participants (n=197) to evaluate their SMP use practices (or non-use) based on 15 different sub-constructs of use practices that influence the socio-cultural context of SMPs. Pairwise comparisons of the SMPs Facebook, Instagram and Twitter revealed significant differences in use practices. This study concludes that a systematic investigation of the socio-cultural influences on use practices can reveal important differences that the more abstract and design-oriented affordance perspective may otherwise overlook. For example, users (e.g., prospective customers) of Instagram are having the most salient expectation to be entertained.