I used to pin, now I use a microtack. They are the tiniest tags, and I use the gun not to go from front to back, but to take a 'stitch' on the surface, so both ends are on the front. It holds the sandwich reall tightly together.
Trick is to try and use the most contrasting tacks so you can find them again, and to put them in with regular spacing.