JSON's popularity is largely due to it's ability to easily convert to native data structures regardless of what language you happen to be using. In fact, it's less of a data encapsulation format (like XML) and more of a serialization format.

If you need to markup your data, use a markup language like XML or S-Expressions. If you need to serialize data, JSON is an excellent choice.