Penelope.ai helps academic authors prepare manuscripts for journal submission by systematically checking key sections. It reviews ethical approval statements, declarations, title page elements, abstract structure, and required headings. The tool also validates figures and tables, citations, and reference lists, ensures word counts and other limits are met, and checks file cleanliness such as track changes and Endnote citations. It provides a clear checklist to identify missing or misaligned components before submission.