Rural areas increasingly face a raft of societal economic, social and place-based challenges, which civil society potentially has a role to play in mitigating. However, there are gaps in extant knowledge as to whether policy networks are present in rural areas and if they are, what, if any, role civil society plays in these in seeking to mitigate societal challenges in rural areas. Initially, we show how the societal challenges of rural areas may be addressed through policy networks. Policy network theory guides our analysis in eight rural areas in Denmark. The analysis is based on semi-structured interviews with 38 local stakeholders from in- and outside civil society. Based on the literature reviewed, we establish four dimensions that are important for the success of policy networks in mitigating societal challenges. In our analysis, we focus on these four dimensions in assessing the presence and role of policy networks in rural areas. The four dimensions describe the extent to which 1) collaboration occurs amongst a wide selection of representatives from civil society, other local stakeholders and local government, 2) steering from local government is characterized by ‘strategic signposting’ and trust, 3) local stakeholders are invited early into decision-making processes and influence them and 4) a mutual resource dependency is observed. We conclude by discussing to what extent the type of policy network found is able to mitigate the pressing societal challenges of rural areas and, finally, we make recommendations for how to support civil society in contributing to the mitigation of these societal challenges at three levels (local government, associations and citizens).