Ditto from all that was said. You want to use a hand quilting thread. (I use Gutermann or YLI). You can search with Google or some other search engine for Hand Quilting Thread and come up with websites that sell.
When I'm going for effect and really want the stitches to show, I have been known to quilt with No. 12 hand dyed embroidery thread.