Hemp Seed Oil USDA organic which is commonly known as “hemp oil,” is produced by cold-pressing the hemp seeds. Moreover, it remains unrefined hemp seed oil until and unless it has been gone under the process of filtration and becomes Hemp seed oil USDA organic. It is bright green, and the taste is quite similar to nuts.