A self-healing chrome-free Li-Al layered double hydroxide conversion coating modified with Aspartic acid was prepared. One-step conversion coating formed by simple immersion in a conversion solution for a short time and a low temperature. The conversion coating had excellent corrosion resistance. The possible mechanism via exchange/self-assembly of the conversion coating was proposed in this paper.