ß-poly(L-malic acid) (PMLA) is a water-soluble biopolymer used in medicine and other industries. However, the concentration of PMLA produced by microorganisms was too low for large-scale production. In this experiment, corn steep liquor (CSL) was selected due to its high nutritional value and low-cost growth factor to increase the production capacity of PMLA in the strain Aureobasidium melanogenum, and the strain’s CSL-influenced metabolic change was investigated. The PMLA production, cell growth, and yield (Yp/x) of A. melanogenum increased by 32.76%, 41.82%, and 47.43%, respectively, with the addition of 3 g/L CSL. Metabolomics analysis showed that the intracellular metabolites of A. melanogenum, such as amino acids, organic acids, and key intermediates in the TCA cycle, increased after the addition of CSL. Meanwhile, the data found that tyrosine may play a key role in the PMLA biosynthesis. These results demonstrated that the addition of CSL is an efficient approach for improving the production of PMLA.