Lipid metabolism may play a critical role in fueling seed germination, but the knowledge of lipid metabolism during germination is still ambiguous. Here, we hypothesize that gibberellic acid (GA) promotes germination by means of enhancing lipid mobilization in Chinese pistachio (Pistacia chinensis Bunge), a species belonging to Anacardiaceae with high oil content in its seeds. A multi-omics approach has been applied to measure lipid mobilization during seed germination, and to identify the key regulators involved in GA-mediated lipid metabolism. The results indicated that GA contents increased, while IAA, ABA and JA contents decreased during seed germination. GA increased significantly in the two germination stages (i.e. imbibition and radicle protrusion), and it was more abundant than GA and GA. In addition, the relative content of most lipids decreased during germination, and the differentially changed metabolites were significantly enriched in lipid metabolic pathways based on KEGG analysis. WGCNA indicated that GA was correlated with more genes in lipid metabolic pathways. Transcriptomic analysis further revealed that differentially expressed genes (DEGs) related to fatty acid biosynthesis, glycerolipid metabolism, glycerophospholipid metabolism and starch and sucrose metabolism were upregulated under GA application, such as the acetyl-CoA carboxylase biotin carboxyl carrier protein (ACCB), fatty acyl-ACP thioesterase B (FATB), diacylglycerol acyltransferase (DGAT) and DEFECTIVE IN ANTHER DEHISCENCE 1 (DAD1). Therefore, our study supports the hypothesis that GA promotes seed germination in P. chinensis by enhancing lipid mobilization. This study proposes a novel mechanism of lipid responses to exogenous GA, which contributes to a deep understanding of germination of oleaginous seeds.