The pomegranate (Punica granatum L.) has a rich history of cultivation and is renowned for its beneficial properties and nutrient-dense fruits. Native to Central Asia, particularly Iran, Punica granatum has spread to various parts of the world, including Mediterranean countries, Russia, Japan, India, Afghanistan, Pakistan, California, and China. The pomegranate has garnered increasing global interest due to its high nutritional value, as well as its ornamental, industrial, and medicinal benefits. Identifying molecular markers that are less affected by environmental conditions is crucial for measuring genetic diversity among pomegranate cultivars and assisting breeders in selecting and developing genotypes with higher quality and consistency. This study aimed to explore the genetic diversity and stomatal characteristics of nine pomegranate cultivars collected from various locations in Duhok Governorate, Kurdistan Region/Iraq. Genetic diversity was assessed using a combination of molecular methods, including Start Codon Targeted (SCoT) markers, SRAP markers, and the Internal Transcribed Spacer (ITS) gene region, trnG-trnS gene, and 18S–28S rDNA intergenic spacer. The ITS region yielded a product of 700 bp, the trnG-trnS gene was 580 bp, and the 18S–28S rDNA intergenic spacer was 854 bp. Digestion of the trnG-trnS gene with the restriction enzyme HaeIII produced a single amplicon of approximately 490 bp across all samples. The results demonstrated that both SCoT and SRAP markers were effective for analyzing genetic diversity in pomegranates. Additionally, the stomatal structure analysis revealed significant variability among cultivars, with consistent internal structures observed across the cultivars. However, measurements of stomatal components varied depending on the growing location. This study highlights the wide genetic diversity among pomegranate cultivars and the impact of environmental factors on stomatal characteristics.