Beginner friendly: Moderate

Starting a side hustle as a Lead Generation Automation Expert would be moderately easy for beginners. With time, effort, and learning, most people can get started and earn, but it requires work. Online resources like YouTube can provide valuable insights into lead generation strategies and automation tools. The main challenge for beginners may be understanding the technical aspects of automation software and developing effective lead generation campaigns. Costs range from $100 to $500 for software and tools. I'd rate it a 2 because while it's accessible with dedication, the learning curve and technical knowledge needed may pose some initial challenges for the average person.