Beginner friendly: Moderate

I’d rate it a 3 because while moving furniture doesn't require specialized skills, it does demand physical strength, access to a vehicle, and the ability to market oneself effectively. Many people on platforms like Reddit and YouTube mention the importance of networking and using apps like TaskRabbit to find clients. However, the physical nature of the work and the need for reliable transportation can be barriers for some beginners.