Flowing vs Mendeley
Source-grounded drafting alongside reference management—complementary workflows.
Mendeley (Elsevier) organizes references, PDFs, and annotations for researchers. Flowing is not a Mendeley replacement—it is where you draft with AI anchored to passages from PDFs you import. Many researchers keep Mendeley for library management and Flowing for the writing loop.
| Aspect | Flowing | Mendeley |
|---|---|---|
| Primary job | Draft and revise long-form academic text with grounded AI | Reference management, PDF storage, annotations, and citation plugins |
| PDF handling | Import PDFs into a searchable library for recall and AI context | Store and annotate PDFs; sync library across devices |
| AI writing | Native recall, Ask with context, polish, and continue writing with evidence cards | Not a writing-first AI environment; focus on reference workflows |
| Citation output | Focus on drafting with verifiable in-text evidence from your library | Citation styles and Word/LibreOffice integration via Mendeley Cite |
| Where it runs | Desktop app (macOS, Windows) with integrated editor | Desktop app + web library; Elsevier ecosystem integration |
| Best together | Import the PDFs you need for the section you are writing today | Keep the canonical library and final reference list for submission |
Complementary, not either-or
Mendeley answers “what did I read and how do I cite it?” Flowing answers “how do I draft this section with passages I can verify?” Many workflows keep Mendeley for reference storage and Flowing for source-grounded writing.
From annotation to evidence-backed prose
Mendeley highlights help you remember what mattered in a paper. Flowing turns those same PDFs into active context—keyword recall, Ask with context, and continue writing that attach excerpt cards you can open before accepting text.
When Mendeley alone is enough
If you only need reference storage, PDF annotation, and formatted bibliographies without AI-assisted drafting, Mendeley may be sufficient. Add Flowing when you want evidence-backed writing assistance in the same workspace as your manuscript.