The Automated Author Feedback Tool (AAFT) provides real-time machine generated feedback to authors submitting papers to the Teachers College Record for the purposes of improving submission quality. This feedback is based on data mining seven years of feedback on papers that have been rejected for publication. By pre-screening proposed articles prior to final submission, the system can provide authors with concrete suggestions for improving their papers.