What are some real use cases for going with a NoSQL Document Store db?

I have been reading documentation and watching screencasts specific to Mongo DB over the past few days and I am at a loss for when a solution like this would be better than a typical pg or mysql environment.

Specifically, my question is under what circumstance (w/ use case would be nice) would you want to go the nosql route?

Thanks!