The site recommends several brands of organic rose food, including Espoma Rose-Tone and Dr. Earth Rose & Flower Fertilizer.
True Organic Fruit and Nut Tree Food Granular Fertilizer: Contains 4 lbs of CDFA, OMRI Listed granular fertilizer for organic gardening NPK 5-4-6 How To Use: Apply twice per year, in Spring and Fall.