Glutathione redox pair (GSH/GSSG) is the main characterizing substance that regulates the redox balance in cells and affects several physiological processes, such as plant metabolism, antioxidants, and detoxification. Pogostemon cablin was treated with different concentrations of reduced glutathione (GSH) and oxidized glutathione (GSSG), and it was found that 2 mM GSH and 4 mM GSSG treatments promoted the synthesis of patchoulol and pogostone. A total of 6620 significant differentially expressed gene were identified by transcriptome analysis. KEGG analysis showed that DEGs were mainly enriched in metabolic pathways, secondary metabolite biosynthesis, carbon metabolism, and phytohormone signaling pathways; 388 DEGs in the 2 mM GSH (11d) group, and 254 DEGs in the 4 mM GSSG (11d) group, were related to the biosynthesis of secondary metabolites. Further analysis by Gene Set Enrichment Analysis (GSEA) revealed that there were 139 and 83 DEGs associated with terpene synthesis between the two treatment groups, respectively, and the expression of key genes in the synthesis pathway (11 HMGR, 4 DXR, 2 GPPS, and 8 PTS) was up-regulated, which may be the result of transcription factors regulating their expression. The present study preliminarily showed that glutathione redox pair induced the expression of genes related to the terpene biosynthesis pathway, thereby promoting the biosynthesis of patchoulol and pogostone, which provides a reference basis for the technique of regulating and controlling the content of medicinal constituents of patchouli.