Lolita in New York?

Hi!

In November, I'm going to New York with my family, and I would love to get some Lolita stuff! I was planning to visit Tokyo Rebel, but to my horror I saw on their website that the store will be moving and is therefore closed! So I was just wondering if there were any other Lolita, Gothic or just alternative shops in the city? Also, is there any place that I can get Japanese cosmetics and other goodies? 
Or maybe just recommend cool stores and places that are worth checking out, I'm pretty much clueless as to what I want to do when I'm there! I'll be super grateful for all help I can get!