One way my group has done this is to tackle an author or a series together - that way we have some common ground in our reading.
However, if you’re doing it long-term, I much prefer just talking about what you’re reading right now. Over time, you will start to read each other’s recommendations and the discussion will catch up.
I’m sure there are a lot of ways to do this. (OH and it’s awesome that you fessed up about skimming the article - I am there with you the rest of the time. :D)