Jasmonate ZIM-domain (JAZ) proteins play a pivotal role in mediating plant growth, development, and responses to both biotic and abiotic stresses. However, our knowledge about the JAZ family genes in Areca catechu remains limited. This study conducted a genome-wide screening and analysis of JAZ genes in A. catechu to investigate their biochemical characteristics, gene structure features, phylogenetic relationships, and expression profiles in different organs. A total of 14 JAZ genes (AcJAZs) were detected in the A. catechu genome, all containing an N-terminal TIFY domain and a C-terminal Jas domain. Phylogenetic analysis categorized these AcJAZs into five subfamilies according to their similarities in protein sequences. Quantitative real-time reverse transcription PCR (qRT-PCR) experiments demonstrated the ample expression specificity of these AcJAZ genes across different organs and flower development stages. More importantly, most AcJAZ genes are expressed significantly higher in blooming male flowers than female flowers, suggesting that they may participate in regulating the difference between male and female flowers of A. catechu. This study elucidates the genomic features and functions of JAZ genes in A. catechu, providing new insights into the mechanisms underlying the development and differentiation of unisexual flowers in A. catechu.