Graham was at Liverpool at an unfortunate time for himself as he found it difficult to dislodge the successful strike partnership of Ian St John and Roger Hunt and found first team appearances hard to come by. Such was the dominance of both St John and Hunt he missed out on the 1965 FA Cup Final win and only made 1 appearance during the Reds run to the league title the following season, obviously, not enough to gain him a medal.