The development of new procedures for synthesizing new, low‐cost, and stable metal oxides for the oxygen‐evolution reaction (OER) by water oxidation is critical. Since the 2000s, there has been a rapid rise in the use of first‐row transition metal (hydr)oxides for the OER. However, there is still a need to design and synthesize an efficient and stable catalyst for the OER. The present paper aims to design and synthesize an OER catalyst based on “a look at nature” strategy. In a simple and chemical evolution‐like experiment, for the first time, a solution composed of various perchlorate cations, namely, Li(I), Mg(II), Ca(II), Al(III), Mn(II), Fe(II), Co(II), Ni(II), Cu(II), Zn(II), Cd(II), Ba(II), and Na2SiO3, at a concentration of 1.0 mM at pH=4 and a potential of 1.40 V vs. NHE, which was under stirring for 15 days, was investigated. The stable OER catalyst on the electrode was characterized by X‐ray absorption spectroscopy, scanning electron microscopy, transmission electron microscopy, and X‐ray diffraction. Based on the extrapolation of the Tafel plot, the onset of the OER in the presence of this catalyst was 130 mV lower than a bare electrode without it. This approach could be a roadmap to design and synthesize new and stable catalysts.