Mind Mapping for Research
Academic researchers, PhD students, and analysts use SpawnGraph to convert papers, abstracts, and notes into navigable knowledge maps. Everything runs in your browser — unpublished work, embargoed findings, and proprietary data never leave your device.
How researchers use SpawnGraph
1. Literature review: import multiple papers, compare
Drop a stack of PDFs onto SpawnGraph and each paper becomes a mind map of its sections — methods, findings, limitations. Place them side by side on the canvas and draw connections across them: which authors share methods, where findings converge, where they diverge. A literature review that would take days of linear reading collapses into a visual map you can scan in minutes.
2. Systematic review: map methodology, findings, gaps
For a systematic review, the structure of each paper matters as much as its conclusion. SpawnGraph preserves that structure — methods become a branch, the results become a branch, exclusions become a branch — so you can compare like with like across the corpus. Spot gaps in the literature visually instead of building yet another spreadsheet.
3. Build a knowledge graph from sources
Import abstracts via URL, paste your own analytical notes, drop in interview transcripts, and let the canvas hold the cross-references. Mind maps make the relationships between ideas legible in a way that a linear document cannot.
4. Share research structure with supervisors and team
Invite your supervisor or co-author to the board with edit or view permission. They can see your synthesis live, leave annotations, and edit alongside you with real-time live cursors. No more "let me email you the latest version" — the latest version is always the one on the board.
Which SpawnGraph features matter most for researchers
- PDF import. The core academic format, parsed in-browser with no upload.
- URL import. Fetch abstracts, preprints, and public papers directly.
- Real-time collaboration. Share with supervisors and co-authors with live cursors.
- Client-side NLP. Unpublished work and embargoed findings never leave your device.
- Export to CSV, YAML, outline. Bridge to citation managers, statistical tools, and writing software.
Getting started as a researcher — 3 steps
- 1Pick a paper you are about to read. Drop the PDF onto SpawnGraph and let it structure into a mind map.
- 2Scan the resulting map. Annotate the parts relevant to your research; collapse the rest. Save the board.
- 3Repeat for the next paper on the same board, draw connections, share with your supervisor.
In short: upload a PDF to SpawnGraph and it extracts the text layer in-browser and structures the introduction, methods, results, and discussion into a hierarchical mind map within seconds. No account or upload to external servers required.