I suspect the font is not installed in your Adobe Reader.
Save the Crystal Report to a PDF file. Then open the PDF.
In Adobe Reader take the menu path: File > Properties . . . . navigate to the Fonts tab.
Here you will see a list of supported fonts installed on your Adobe Reader. (sad news, isn't it?)