Risk: High

Starting an AI Competitor Intelligence Engine for Dropshippers from scratch can be a risky endeavor for someone who can't afford to lose money. Potential losses could include money invested in software development, time spent learning and implementing AI technology, energy devoted to market research, and confidence if the venture doesn't succeed. Beginners might spend money on technology and tools without seeing immediate returns, especially if they lack experience in the dropshipping industry. There are significant startup costs involved in setting up the AI engine, and these costs may not pay off if the dropshipping business doesn't generate sufficient revenue. Online discussions mention instances of people failing or losing money due to ineffective implementation of AI technology in dropshipping. I'd rate the risk a 1 out of 3 because of the high potential for financial losses, time wastage, and unsuccessful outcomes for beginners in this field.