Thank you all. Yes, the ones I have found are Making Memories too. They are clear sticker like things that you stick on top of the bottlecaps, some people use resins instead.
Let me know how my bottlecaps look, it's my 1st attempt. I put them on my website (www.mommyknowsbows.com
) under Bottlecaps.