In this work, we employ facile solution processing methods to synthesize various nanostructured electrode materials ranging from oxides to polymer and composite to improve the electrochemical performance of AIBs. Examples include ammonium vanadate, vanadium oxide, polyaniline, and composite consisting of vanadium oxide and polyaniline. For example, a facile in-situ intercalation approach is utilized to prepare a composite material with polyaniline (PANI) intercalated in the interlayers of hydrated V2O5, for application as the electrode in high-performance AIBs. It is found that the interlayer spacing of hydrated V2O5 is expanded to 13.99Å, offering wide channels to accommodate NH4+ ions during intercalation/deintercalation processes. The resulted AIB exhibits a high capacity of 192.5 mAh/g when cycled at a specific current of 1 A/g and retains 39 mAh/g at an extremely specific current of 20 A/g, together with stable cycle life. The diffusion kinetics of the NH4+ ions, influenced by the hydrogen bonds formed between NH4+ ion and O2- in the host structure, is effectively enhanced by the unique π-conjugated structure of PANI, leading to high capacity, improved rate capability and improved cycle life of AIBs. This PANI-intercalated V2O5 (PVO) electrode material demonstrates stable and ultrafast NH4+ ion storage, as revealed by X-ray and Raman spectroscopy characterizations. The performance of AIBs can be further maximized by optimizing the composition of PVO electrodes or the ratio between PANI and hydrated vanadium oxide. Additionally, different aqueous liquid-state electrolytes and hydrogel electrolytes with composition tuned are tested in AIBs, for enhanced cycleability and stability of the batteries. As such, this study opens a new horizon by developing various electrode/electrolyte materials to boost the performance of aqueous ammonium-ion batteries that have great potential for next-generation safe and low-cost electrochemical energy storage.