Updated 2026-07-07
Literature Review Matrix
Organize sources into themes, findings, methods, contribution direction, evidence strength, limitations, and citation notes. The tool exports outlines from citation-backed user rows, not starter examples or invented references.
Source-grounded desk
Literature Review Matrix Generator
The starter rows are illustrative examples, not real papers or citations. They are excluded from exports until you replace them with papers you have read and add a citation, DOI, URL, or library note.
Export-ready rows: 0. Only user-entered rows with a citation, DOI, URL, or library note are included in outline and CSV exports.
Themes
Outline
Input
Source cards
Add titles, methods, findings, contribution direction, evidence strength, limitations, and citation notes from papers you have actually read.
Output
Theme matrix
Group sources by theme, compare how each paper contributes, weigh evidence strength, copy an outline, and export the matrix as CSV.
Guardrail
No fake citations
If a claim has no source card and citation note, it should not appear in the outline.
Where it fits
Use It With Your Research Stack
Zotero, Paperpile, Mendeley
Citation managers
Keep PDFs, bibliographies, and formatted citations there; use this matrix to compare methods, findings, limitations, and themes before writing.
Elicit, ResearchRabbit, Litmaps, Connected Papers
Paper discovery tools
Use discovery tools to find candidate papers; bring only the sources you have read into the matrix so exported claims stay grounded.
Docs, notes, outlining apps
Writing tools
Export a cautious outline or CSV after the evidence table is complete, then write the final review in your own document.