Non-fiction authors struggle to manage and format citations correctly without specialized knowledge

Non-fiction book writers spend excessive time researching citation formats (APA, Chicago, MLA) and manually organizing references, often making errors that require costly revisions. Current solutions like citation managers are complex, fragmented across tools, and don't integrate seamlessly with the actual writing workflow, forcing authors to context-switch between writing and citation management.