Add helpful message when application is not detected.

Added a more helpful message when application is not detected.

![screen shot 2013-08-30 at 7 32 02 pm](https://f.cloud.github.com/assets/1061742/1058979/d333018e-1191-11e3-8f0b-42247e919f49.png)


Related: #46