This correspondence revisits the results reported in a recent Automatica paper (Wang et al., 2016). We show that the claim of exponential stability of the extremum-seeking control system presented in Theorem 1 is not correct. An alternative stability analysis using the Lyapunov-Malkin theorem is considered. A counterexample is also presented. (C) 2019 Elsevier Ltd. All rights reserved.