Today there is new version of Shufflizer that offers drag-and-drop for repositioning of songs.
In Android and iOS there is a drag handle. It looks like an equal sign. This is so that dragging and scrolling don’t interfere with each other (dragging is so much like scrolling in these operating systems). In computer desktop operating systems like Windows, simply drag the song using any spot in the display of the song.