Risk: Moderate

Starting a custom chatbot creation side hustle can be risky for beginners who can't afford to lose money. Potential losses include money invested in learning resources, time spent on developing skills, energy dedicated to building chatbots, and confidence if initial projects fail to generate income. Beginners may spend money on courses, tools, and marketing without guarantee of returns. Startup costs for software and training could outweigh profits, especially if clients are hard to acquire. Online discussions mention instances of beginners struggling to make a profit due to high competition and lack of experience. I'd rate the risk a 2 out of 3 because there is a moderate risk of incurring losses, especially in the early stages when skills and reputation are still being established.