The partial scattering function (PSF) analysis through contrast variation small-angle neutron scattering experiments is applied to characterize structures of anion-exchange membranes (AEMs), prepared by graft copolymerization of 2-methyl-N-vinylimidazolium (Im) and styrene (St) monomers with Im/St ratios of 62/38 and 26/ 74 (denoted as AEM_IS64 and AEM_IS37, respectively), on a poly(ethylene-co-tetrafluoroethylene) base polymer (BP). The PSF self-terms can be expressed by the combination of mass fractal, Teubner−Strey, Guinier exponential, and hard-sphere structural models to give exact structural information such as shape and size of individual domains of hydrophobic BP, hydrophilic graft-polymer (GP), and water (W). For AEM_IS64, the hydrophilic ion channels (GP/W domains) show bicontinuous and spherical structures with mean separation distances of 33−34 nm and a radius of 4.0 nm, respectively. This result suggests a new structural feature of the coexistence of bicontinuous and isolated GP/W spheres. Furthermore, in a low q-region, a slightly larger fractal dimension for GP (∼1.7) than those of BP and W (∼1.1) strongly supports the previously proposed "conducting and nonconducting two-phase structure" because only GP distributes in both phases. In AEM_IS37, GP/W and BP domains show an ion channel network structure with random particles having an average radius of gyration of 10.0 nm, and hard-sphere model fitting in the high-q region confirms previously proposed "waterpuddle" structure with 3.8 nm diameter. PSF analysis in this work visualized the entire hierarchical structure of individual components in graft-type AEMs, providing mechanistic insights into the effects of functional GPs on phase-separation and ion channel structures.