I agree with UncleNorby. Try putting an aiming point on a large sheet of paper and draw a 10" circle around the area with the most hits. I bet your count will go up. Adjusting the sights could help a lot. Using hevi shot will probably also increase your pattern density as will polishing your barrel. Also, as someone else mentioned, #2 shot is not legal in many states. Check your regs.