Risk: Moderate

Starting the AI Print-on-Demand Design Generator side hustle from scratch can pose a moderate risk for beginners, especially if they can't afford to lose money. There is a potential to lose money on setup costs, such as purchasing the necessary software and tools, and investing time and energy without guaranteed returns. While some beginners may spend money without seeing immediate profits, others have reported breaking even or experiencing minor losses. Online discussions mention the possibility of startup costs not paying off, leading to financial setbacks. I'd rate the risk a 2 out of 3 because there is a chance of losing money on initial investments and time, although losses are typically manageable and not extreme.