Risk: Moderate

Crowdsourced last-mile delivery can be risky for beginners starting from scratch, especially if they can't afford to lose money. There is a potential to lose both money and time if not managed effectively. Beginners might invest in setup costs such as marketing, technology, and logistics without seeing immediate returns, leading to financial losses. Online discussions mention instances where beginners spent money on setting up their delivery service but failed to attract enough users or generate sufficient income. Startup costs can vary but typically range from $500 to $2000. Given the competitive and complex nature of the delivery market, there is a significant risk of not breaking even or facing losses, particularly when lacking experience and resources.