While synthetic fertilizers can be used in raised garden beds, it's generally advised to prioritize organic and natural fertilizers. Synthetic fertilizers can disrupt the balance of soil organisms and may lead to nutrient imbalances over time. Organic options, such as compost and organic plant-based fertilizers, promote long-term soil health.