Risk: High

Starting an e-commerce automation specialist side hustle from scratch can be risky for someone who can't afford to lose money. Potential losses could include initial setup costs for tools and software, time spent learning and implementing automation strategies, energy devoted to building the business, and confidence if results are not as expected. Beginners might spend money on tools or courses without seeing immediate returns. There are startup costs for software and marketing that may not pay off if not implemented effectively. Online discussions mention instances of failing to generate profit due to high competition or lack of effective automation strategies.