Clubhouse does with podcasts what Twitter did with blogs: it is a medium better suited to cover live conversations and events. It also encourages the user engagement by turning every listener into a potential speaker.
The way in which you make friends and discover new people is also similar to how it happens on Twitter.
Twitter is also interested in the developments around Clubhouse, and it is launching a beta version of its voice-based social networking Spaces.