Used the wrong acrylic paint on headstones! Help!

After carefully stenciling names on a dozen headstones, I realized I used the wrong type of acrylic paint. On the back of one I did a test spot and it comes off easily with water! Is there anyway to save this? It took forever to stencil on that many names. Could I do a matte clear coat of spray paint?