Risk: High

Starting a print-on-demand and dropshipping automation service from scratch can be risky for beginners who can't afford to lose money. There is a potential to lose money on advertising, website development, and product sourcing without generating sufficient sales. Beginners might also invest significant time and energy into setting up the business with no guarantee of profits. Many online discussions highlight instances where beginners spent money on tools, ads, or services without seeing returns. Startup costs can range from $100 to $500 or more, including website hosting, marketing tools, and product samples, with no guarantee of immediate payoff. I'd rate the risk a 1 out of 3 because there is a high chance of losing money, time, and energy for beginners starting from scratch in this business.