CD's in my iTunes Purchases?

So I'm one of those people who still like to buy the physical copy of a CD. (Don't hate!)

I'm starting to use iCloud and found that even though I purchased the physical CD copy.. It doesn't show up in my iTunes Purchases. I know It's common sense it won't automatically show up but is there a way to have my CD show up in the iTunes Purchases even though I didn't buy it through iTunes? (Note I have already imported it into my iTunes on my Mac and yes I know I can manually sync the album onto my iPhone/iPad but I wanted to use iCloud)

Any help would be great. Thanks!