AI Literature Review Generator with Traceable Citations
One free lifetime document. No credit card required. LaTeX & DOCX on paid plans.
Connect your research question to published papers. Draft multi-paragraph thematic syntheses, verify citation links, and review line-by-line diffs before exporting.
How UktubAI Differs From Generic AI Writing Tools
Generic writing tools can lose the connection between prose and sources. UktubAI keeps citations inside the document's reference registry and gives you a review step before export.
Traceable Reference Registry
Every in-text citation must resolve to a source in the document registry. Unknown keys are flagged and blocked before export.
Learn about citation architecture →4-Column Analytic Synthesis Tables
Compare selected evidence in a writer-defined four-column matrix. Columns can cover methodology, sample, findings, limitations, or other dimensions suited to the topic.
Read matrix construction guide →AI Studio with Line-by-Line Diffs
Refine arguments, request thematic expansions, or sharpen critiques in the interactive Studio. Review side-by-side red/green diffs and accept or reject every suggested edit.
5-Database Federated Search
Connect to OpenAlex, Semantic Scholar, Crossref, PubMed, and Europe PMC at once. Retrieve open-access papers and metadata that match your research criteria.
Systematic Review Workflow Support
Use the source registry and evidence tables to support review work. UktubAI does not replace a review protocol, screening process, risk-of-bias assessment, or PRISMA reporting.
Publication-Grade Exports
Export your synthesized literature review into complete LaTeX packages (with separate .bib bibliography), editable Word documents, or formatted PDFs with interactive citation links.
Structured 4-Column Analytic Synthesis Matrices
A strong literature review doesn't just string together paragraph summaries. Reviewers expect systematic cross-study comparison, not a sequence of isolated findings.
Methodology Extraction
Isolates experimental protocols, model architectures, or qualitative frameworks.
Sample & Corpus Calibration
Identifies cohort sizes, dataset distributions, and participant demographics.
Key Quantitative & Qualitative Findings
Extracts statistical effect sizes, benchmark scores, and empirical conclusions.
Stated Limitations & Boundary Conditions
Highlights methodological constraints, confounds, and future research gaps.
| Citation | Methodology | Sample / Corpus | Key Findings | Limitations |
|---|---|---|---|---|
| Scandinavian Simvastatin Survival Study Group (1994) | Randomised double-blind placebo-controlled secondary prevention trial | 4,444 patients with coronary heart disease and raised cholesterol | Reduced all-cause mortality by 30% (relative risk 0.70, p=0.0003) over 5.4 years. | Enrolled predominantly middle-aged men, limiting generalisability to women and older adults. |
| Shepherd et al. (1995) | Randomised placebo-controlled primary prevention trial | 6,595 men with hypercholesterolemia and no prior myocardial infarction | Reduced coronary events by 31% (relative risk 0.69, p<0.001) over 5 years. | Male-only primary prevention cohort; total mortality reduction not statistically significant. |
| Heart Protection Study Collaborative Group (2002) | Randomised placebo-controlled trial with 2x2 factorial design | 20,536 high-risk adults with vascular disease or diabetes | Reduced major vascular events by 24% (rate ratio 0.76, p<0.0001) over 5 years. | Open-label statin use among some participants may have diluted the treatment contrast. |
From Research Question to Cited Manuscript in 4 Steps
A traceable drafting workflow for thematic reviews, thesis chapters, and research reports.
Define Research Question & Scope
Enter your research inquiry, select your target citation style (APA, IEEE, Chicago, Harvard, etc.), and define key thematic boundaries or sub-topics.
Ingest PDFs & Query Scholarly Databases
Upload custom papers or automatically query 5 scholarly databases: OpenAlex, PubMed, Semantic Scholar, Crossref, and Europe PMC.
Synthesize Prose & 4-Column Matrices
UktubAI drafts thematic chapters, connects conceptual threads, and builds 4-column analytic tables with verifiable reference registry keys.
Review Studio Diffs & Export
Review red/green diffs for every suggested edit in Studio, approve changes, and download your manuscript in LaTeX, BibTeX, DOCX, or PDF.
Everything You Need to Know About UktubAI Literature Reviews
Questions about citations, evidence matrices, systematic review boundaries, and exports.
Is using UktubAI plagiarism or academic misconduct?
Will an AI detector flag a document written with UktubAI?
Do you train on my documents or share them with other users?
How does UktubAI enforce reference registry boundaries in literature reviews?
What is the 4-column analytic table and how does it organize evidence?
Can I upload my own custom PDFs or search scholarly databases?
Can UktubAI support a systematic review workflow?
What export formats are supported for academic publication (LaTeX, BibTeX, PDF, Word)?
Have questions about citations, formatting, or platform integrations? Read our complete platform FAQ →
Ready to Synthesize Your Literature Review?
Connect your research question to five scholarly databases, draft structured chapters, review source links, and export to Overleaf LaTeX, BibTeX, or Word DOCX.
Built by Mahmoud Sallam, an AI engineer in Montreal with an M.Sc. from McGill University and IEEE-published research (Google Scholar). Your sources and drafts stay in your account and are never used to train models. Questions go to [email protected].