Thanks everyone. Right now I'm using a white felt cinch that came with the new saddle, like this one. Fabtron Brand White Felt Western Cinch
I had one of these
NewBreed Western Cinch - Horse.com and tried it, but it doesn't seem to grip him enough. The saddle seemed to slip more.
So I went back to the felt.