If you love your dog enough to have them at your wedding, they probably should be there.
Dogs are adorable.
You get some awfully cute pictures as a new little family.
CONS:
Allergies of guests
Poop/wrecking decorations/causing a general ruckus
Having to designate someone as the dog wrangler could detract from their enjoyment of the wedding