Morphology of random ionomers has been a topic of fundamental research interest for decades. However, structural underpinning and hence modulation of the ionic phase morphology in this special class of polymers still remains challenging and topical. In the present work, we investigate the local structure and morphology of the ionic aggregates of carboxylated nitrile rubber (XNBR) cross-linked ionically (I-X series) by a mixed system of covalent and ionic curatives (M-X series) using Fourier transform infrared (FTIR) and small-angle Xray scattering (SAXS) techniques. FTIR investigations revealed that curatives induced significantly disparate and heterogeneous nature of the ionic and coordination complexes of the XNBR vulcanizates, when cured with varied contents of ZnO and combination of sulfur and ZnO. Besides the formation of zinc carboxylate ionic phase, in both modes of crosslinking, the nitrile group of XNBR was found to be coordinated with ZnO, which has not been hitherto addressed in the literature. The critical role of stearic acid (SA) as a processing aid or organic activator, in facilitation of ionic and coordination complex formation in XNBR vulcanizates in different modes of crosslinking, has been identified and delineated. SAXS studies revealed a single characteristic ionic peak at a scattering vector (q = 4π/λ sinθ/2) value of 2.0−2.1 nm −1 for I-X series and M-X series of networks prepared without SA. In striking contrast, the networks prepared with SA showed higher order reflections with four well-resolved ionic peaks at relative q positions of 1:1.440 ± 0.024:2.00 ± 0.01:3.006 ± 0.036 for I-X series and 1:1.376 ± 0.007:2.010 ± 0.001:3.00 ± 0.02 for M-X series, implying that the ionic aggregates self-assemble into a lamellar morphology, albeit with some deviations. The sharp upturn in I(q) at low q values of the networks could be fitted to a power law dependence, I(q) = q −d , with the d values assuming either mass fractal (d = 2.5 to 3) or surface fractal (d = 3.5 to 4.0) dimensions, depending on the mode of crosslinking. The SAXS and FTIR results establish that the ionic phase morphology of XNBR vulcanizates is not consistent with that of conventional random ionomers and comprise both ordered structures as well as heterogeneous mixture of ionic and coordinated complexes which are evidently of fractal constructs. We posit that these findings will provide new insights in establishing the structure−property correlations of ionomeric elastomers.