The product is much better once I already have a video in mind. It is weaker when I am new and asking what I should study first.
Collections would solve that by packaging a handful of Butterfluent-ready lessons around one theme: beginner stories, travel, current events, slow interviews, or German series scenes with useful dialogue density.
That makes the product feel more like a guided learning space instead of a powerful tool that still expects the learner to bring the right material.