There is normally an edge which you can use as a guide line...
Just keep the center of the edge and your knife (make SURE its a sharp blade) is kept at near 90 degrees, and go light (just enough pressure to cut the tape) and slow.
Like this:

The edge will be a guide for your blade...
Be sure to burnish after cutting..
HTH
Steve