I've found some solutions to this problem.
Want to open Ovi Store directly on application itself from QML, but we can use QT/C++ if there is no other way.
Isn't there some API from Nokia released ?
1 -> Get self application ID
2 -> Open Ovi Store internal application (not the web interface) from within the application