Answer by Michael Kessler for What happens to an ad hoc installed iPhone/iPad app when a new iTunes profile is synced against?

The application will stay and will work.

If they will sync the applications then your application will also be saved on their iTunes, but they won't be able to sync the saved app to any device that is not listed in your provisioning profile...