Just thinking ... haven't tried it. But with the bulk I think it would be best on a piece where the whole piece has a felt backing so there wasn't bulk in some places but not others. I would also only do it in a piece that was not going to be laundered at all or often (like a purse or a throw pillow). I suspect that the embroidery would hold up better and not pucker with the heavy felt backing.