The objective of this study is to assess the effects of the configuration, size, and density of family and personal networks on women’s current fertility in Ouagadougou. The association between women’s reproductive histories and their social networks was evaluated using Poisson regression models and fairly original data on these networks. The study is based on three family configurations: ‘Restricted’ (children and friends), ‘Kinship’ (blood or marital relatives), and ‘Sibling’ (brothers and sisters). Results show that the type of family configuration has a significant effect on current fertility. ‘Kinship’ and ‘Sibling’ configurations are associated with higher current fertility, while the ‘Restricted’ configuration is associated with lower fertility. Regarding the size and density of the network, the findings indicate that network size and density are negatively associated with current fertility. These results highlight the need to take social networks into account in strategies aimed at controlling fertility in the city of Ouagadougou.