Advocacy is telling your audience why is there a need for your product or service. Creating the need in the minds of your targets.

Advertising is mentioning your product or service to be the best in regards with the particular need.

Advocacy can be used as a subtle means for advertising.
Advertising on the other hand is not the same as advocacy.

Lastly, advertising and advocacy go hand in hand.