Literature Review Matrix Generator
Search real scholarly papers, pick the ones that matter, and get a synthesis matrix you can actually hand to your advisor — with themes, research gaps, and a reading order.
Start from real source records
Searches 250M+ scholarly works via OpenAlex. You choose 3–20 papers before the AI drafts any cells.
What is a literature review matrix?
A literature review matrix — university writing centers also call it a synthesis matrix or source matrix — is a table that compares your sources across consistent dimensions: research question, method, sample, key findings, and limitations. Reading down the columns instead of across the rows is what turns a stack of summaries into synthesis: agreements become themes, disagreements become discussion points, and empty spaces become your research gap.
How this generator works
Search real papers from OpenAlex (250M+ scholarly works) or paste the DOIs of papers you already have. Select 3–20, and the generator drafts every cell from the papers’ abstracts — then labels the whole matrix for verification, because abstracts compress a paper and your review deserves the full text. Click any cell to edit; export to Markdown or CSV; your session stays saved in this browser.
New to the method? See worked examples from real papers, learn to find research gaps, or start from the blank Word / Excel templates.