I know its more expensive but the Art Institute Art Glitter Glue is really fantastic, the glitter doesn't shed at all. It really does do what it says on the bottle LOL !!!
We have it here

http://www.craft-emporium.co.uk/prod...roducts_id=757

the steel nozzle is also fab for doing really fine work

hth