While the developed model successfully identified ion-specific fingerprints at the electrode-electrolyte interface, facilitating their detection via EIS, extracting detailed information regarding electrolyte composition from the impedance response posed significant challenges. This complexity arises from the fact that the relevant compositional information is embedded within the intricate features of the impedance spectra, particularly when multiple ions are present, complicating direct interpretation.