S.P.
HI L.,
My cat used to do this too. I started using puppy potty pads around the house and now she only goes on those. We don't have a litter box anymore. Try putting a few around the house and see if it works. You can buy them at Target, grocery store, pet store, etc.
Hope that works for you like it did for me.
S.