It sounds like the control arm bushing is shot. I had this the clunk sound on my car mostly when I went in and out of driveways. When I replaced mine, I had to get the complete control arm from Ford, but I seem to remember reading that you can now get atermarket bushings only from BAT but I'm not sure about this.