Can you advise me on the proper craft adhesive for my project?

I have decorated empty glass ball ornaments to give as gifts for Christmas. One brand of sticker is not adhering well. What would be the best adhesive? I would prefer to not put anything over the top of the sticker.

I can probably send you a photo, if that would help.