Here's how it works:
* Advocate is a noun referring to a person who pleads for or supports a cause.
* Advocacy is the noun that describes the act of pleading for or supporting a cause.
For example:
* "She is a passionate advocate for animal rights."
* "The organization's advocacy helped to change the law."