While climate change is often understood as a collective action and a market problem, we look at it as a problem of planning and coordination. Long-term planning is necessary to promote structural change, which will be required to keep the Paris Agreement's temperature goals. By encouraging states to develop a long-term climate strategy, the Paris Agreement invites countries to turn anticipatory governance into an international governance instrument. In this paper we explore how these strategies describe countries’ climate plans and what the perceptions of government officials are about the potential for realization of these strategies. Using mixed methods, we explore both 1) planning dimensions (actions, actors and policies described in the strategies) by applying a topic modeling analysis to 50 documents; and 2) perceptions of the content and challenges to their realization among domestic policy professionals of four major emitters. Our results show that the strategies lack a detailed discussion on how decarbonization pathways could be materialized and who has the responsibility for implementation of long-term targets. Moreover, rather than being a steering instrument, the strategies are dominated by scenario planning and there is also a lack of attention to political issues. Taken together, we contend that strategies are limited in the way they present the future possibilities of low emissions development. To make them more effective in steering long-term decarbonization, greater attention needs to be placed on potential conflicts, barriers and stumbling blocks that may arise along the way.