While political philosophers often assume that we need to imagine a better future in order to hope for it, philosophers of hope doubt that hope and imagination are constitutively intertwined. In order to solve this puzzle, the article introduces a particular kind of hope in which we imaginatively inhabit a desired future. Combining insights from the philosophy of hope and of imagination, I unpack what imaginative hope is and why it is particularly significant in political contexts. I contend that in cases where we pursue a goal the realization of which requires collective action over a long time-scale (as it is paradigmatically the case in politics), the imagination has the potential to bolster the practical value of hope, i.e., its power to guide and sustain our agency.