It's Israel's immediate history (as in the last year or so) that's made it an easier scapegoat.

That and the Saud's, despite an appalling human rights record, are politically difficult to blame for anything (including Bin Laden), because of their (brilliant) petro politics - playing the Eastern bloc off against the West incredibly well.