Abstract Layered ammonium vanadate materials exhibit significant mass‐specific capacity and ion transport rate due to their small molecular weight and large ionic radius. However, the strong electrostatic interactions of Zn 2+ and V–O bonds and the fragile ionic bonding of N‐H … O bonds hinder their development. Therefore, this work reports Mg 2+ doping NH 4 V 4 O 10 materials accompanied by flower‐like morphology to lower the migration energy barrier and inhibit amine dissolution. Owing to the 3D‐flower‐like morphology and the combined impact of Mg 2+ and structural water, the binding of Zn 2+ … V‐O is significantly enhanced and additional ion channels were constructed. Pre‐intercalated Mg 2+ enhances the structural integrity and prevents irreversible deammoniation from obtaining excellent cyclic stability. Density functional theory (DFT) calculations show that MNVO provides a smoother Zn 2+ diffusion path with a lower migration barrier. Benefited from these advantages, the MNVO cathode exhibits a high specific capacity of 410 mAh g −1 at 0.1 A g −1 , satisfactory cyclic stability (90.2 % capacity retention at 10 A g −1 after 5000 cycles), and capable rate ability (118 mAh g −1 at 25 A g −1 ) within 0.4‐1.5 V. Furthermore, the zinc ion storage mechanism in the MNVO cathode is investigated through multiple analyses.