Risk: Moderate

Amazon KDP self-publishing can be a moderately risky side hustle for beginners starting from scratch, especially if they can't afford to lose money. While the potential losses primarily involve money invested in creating and marketing books, there is also a significant time and energy commitment required. Beginners may spend money on book production and advertising without seeing significant returns, leading to financial losses. Startup costs for professional editing, cover design, and promotional activities can be substantial and may not always pay off, depending on factors like book quality and market demand. Online discussions often mention cases of failed book launches or minimal sales, resulting in financial setbacks for some individuals.