Risk: Moderate

Automated vending machine ownership can be a risky side hustle for beginners starting from scratch, especially if they can't afford to lose money. Potential losses include the initial investment in vending machines, restocking inventory, maintenance costs, and potential location rental fees. Beginners may spend money on machines and supplies without generating enough sales to cover expenses, leading to financial losses. Startup costs can vary but typically range from $2,000 to $10,000 per machine. Online discussions often mention instances of failing to recoup investments due to low foot traffic, vandalism, or theft. I'd rate the risk a 2 out of 5 because beginners face a significant risk of losing money, especially if they lack experience in managing vending businesses.