Beginner friendly: Moderate

I’d rate it a 3 because while the concept of being a shopping concierge is straightforward, it requires building a client base, understanding client preferences, and managing logistics. Many people on platforms like Reddit and YouTube mention the importance of networking and marketing skills to attract clients, which can be a learning curve for beginners. However, with dedication and effective use of social media or local advertising, it is possible to start earning a profit with time and effort.