My local book club has a leader for each month. It’s the month that they recommended the book and is usually hosted at their home. If they cannot host, someone else hosts the actual physical space but the leader picked the book and therefore helps run the discussion by bringing discussion questions/topics.

I usually prepared by reading the book (duh) and then reading online book club questions in anticipation of questions or discussion topics so I could be helpful in keeping conversations flowing