When do you decide to go multi-platform?

[unexpect3rd]

This question goes out to the developers and producers: When and Why do you decide that your app/game should be on multiple platforms (iOS,Andriod,etc)?

Do you think that your app/game being on multiple platform will bring better overall sales? Or perhaps you will see how it performs on one platform before deciding to the port the app to another platform?