What should I start buying at this point?

Chelsea
I'm a ftm, and I'm about 19 weeks. I'm wondering what I should be stocking up on at this point? I've seen some people at my stage with closets full of stuff and nurseries finished, but I don't want to buy anything big until after my baby shower. I feel so unprepared!!