Before deploying an application, you must first create an application for deployment and also ensure client computers have received SCCM client software. Deploying software is a two part process. First you distribute content. Second you deploy.
Deploy the application
In about 15 minutes, the software should appear in Software Center on the computers the software is being deployed to.