Structured feedback is an important component of learning and assessment and is highly valued by candidates. Unfortunately, item specific feedback is generally not feasible for high stakes professional assessments due to the high cost of item development and the need to maintain stable assessment performance characteristics. In a high stakes assessment of fetal surveillance knowledge, we sought to use graphical item mapping to allow informative candidate feedback without compromising the item bank.