Abstract Electrochemical separation technology offers an effective approach to recycle valuable nitrogen from industrial wastewater, but its separation efficiency is reduced by competitive electrostatic interactions from multiple ions. By engineering a competitive chemical reaction to facilitate site‐specific electrochemical binding of NO 3 − , this approach offers a promising route for high‐efficiency anion separation in complex solutions. Herein, a novel [Bi 2 O 2 ] 2+ layered Faraday electrode was designed with two‐dimensional channels for NO 3 − migration and multiple sites that boost its interaction through combined electrostatic and coordination forces. In addition, by strategically introducing exogenous anions, the induced antisite cation defects at Bi 3+ sites enhance the coordination of subsequent NO 3 − insertion, achieving a NO 3 − removal capacity of 182.47 mg g −1 . Meanwhile, the highly charged CO 3 2− enhances its repulsion against other competitive anions, leading to an impressive removal ratio of 90.78% for NO 3 − in multi‐ion solutions. More importantly, exogenous CO 3 2− intercalation reverses the interlayer binding energy hierarchy between NO 3 − and SO 4 2− , converting the substitution by NO 3 − (−13.12 eV) more thermodynamically favorable than that by SO 4 2− (−12.16 eV), enabling spontaneous NO 3 − uptake. Our work provides new insights for designing NO 3 − ‐selective electrodes, enhancing understanding of anion‐interface interactions.