High-performance solution-processed organic semiconductors maintain macroscopic functionality even in the presence of microscopic disorder. Here we show that the functional robustness of certain organic materials arises from the ability of molecules to create connected mesoscopic electrical networks, even in the absence of periodic order. The hierarchical network structures of two families of important organic photovoltaic acceptors, functionalized fullerenes and perylene diimides, are analyzed using a newly developed graph methodology. The results establish a connection between network robustness and molecular topology, and also demonstrate that solubilizing moieties play a large role in disrupting the molecular networks responsible for charge transport. A clear link is established between the success of mono and bis functionalized fullerene acceptors in organic photovoltaics and their ability to construct mesoscopically connected electrical networks over length scales of 10 nm.soft materials | disordered properties | charge generation T he discovery that organic semiconductors can complement, or even replace, more expensive/less processable inorganic semiconductors in many applications has spurred intense research for several decades (1). This led to the realization of devices where organics act as one, or all, of the components in transistor, battery, light-emitting diode, photovoltaic, and artificial photosynthetic technologies (2). All of these applications rely on the efficient mesoscopic (10-1,000 nm length scale) transport of charge or energy through space, whereas the fundamental design unit for these systems is the single molecule (∼1 nm length scale). The successful function of these devices thus lies in the ability to bridge these length scales through the construction of efficient electrical molecular networks in the condensed phase. In this context, the challenge for materials scientists is to develop molecular descriptors that are predictive for macroscopic observables, such as charge mobility (3), exciton diffusion (4), or charge generation (5).To close this understanding gap, it will be necessary to develop methodologies that go beyond the traditional formulation of quantum chemistry, which begins with accurate single-molecule properties and extrapolates outward, to frameworks that establish the hierarchical importance of the many possible intermolecular interactions in structurally disordered materials (6-9). In this work, we show how network theory can be combined with quantum chemistry to describe the mesoscopic percolative behavior of technologically relevant organic electron acceptors. The network framework enables the connectivity of the quantum transport states in these materials to be described on the 10-1,000 nm length scale as a function of molecular identity and structural disorder. By evaluating how the transport networks transform with structural disorder and molecular identity, we elucidate the connection between network robustness and molecular topology.Nature offers a template fo...