About SynthesisMatrix
What this tool is
A synthesis matrix (also called a literature review matrix) is the table researchers use to compare papers across research questions, methods, samples, findings, and limitations. University writing centers teach it everywhere — but everyone still builds it by hand in Excel. SynthesisMatrix automates the scaffolding: search real papers, select the ones that matter, and get a structured first draft of your matrix in about a minute.
Where the papers come from
All search results come from OpenAlex, the open catalog of 250M+ scholarly works. Every row in your matrix links back to its source (DOI where available). We never invent papers — if it is in your matrix, it exists and you can click through to it.
What the AI does — and does not do
The AI reads the abstracts of the papers you selected and drafts the matrix cells, themes, research gaps, and a reading order. It works only from text you can see; where an abstract is missing it says so and keeps claims minimal. It is a reading accelerator, not a replacement for reading: verify every cell against the full text before citing, and treat the research gaps as hypotheses to check, not facts.
When NOT to use this
Don’t use the output as submitted coursework — that’s not what a matrix is for, and your institution’s academic-integrity rules apply to AI assistance. Don’t use it for systematic reviews requiring PRISMA-grade screening. And if your field lives in books rather than papers, OpenAlex coverage will be thin.
Who built this
SynthesisMatrix was built from a data-validated product opportunity published on BuildThis — the research showed thousands of students searching for exactly this artifact every month with only static PDFs to help them. Questions: lio222832@gmail.com.