AI literature review generator · BYOP · Verify before submit
AI literature review generator for your PDF shortlist
Most "AI literature review" tools either search millions of papers you didn't choose, or summarize one PDF at a time. LitReview AI is built for the step after discovery: synthesize 3–30 full-text PDFs you uploaded into a theme-organized, citation-verifiable first draft — evidence table, thematic outline, cited sections, and page-level source checks.
How the workflow fits your research stack
- Discover papers with Elicit, Consensus, or Research Rabbit — LitReview AI does not search databases.
- Export PDFs from Zotero or your reference manager (up to 30 core papers for one review section).
- Synthesize here: evidence table → thematic outline → cited draft.
- Verify each section against source PDFs, then export .docx into your thesis.
Problems this tool is designed to solve
| Researcher pain point | LitReview AI response |
|---|---|
| ChatPDF summarizes one paper; I need cross-paper themes | Evidence table + theme-based outline |
| I'm afraid of fake citations | BYOP only — cites uploaded PDFs; verification panel |
| My draft reads like an annotated bibliography | Prompts enforce synthesis by theme, not by paper |
| I can't get from notes to a Word chapter | Cited draft → .docx with references |
Step-by-step in the workspace
- Define your research question to guide the review scope.
- Upload up to 30 PDFs from your collected literature.
- Review and edit the auto-generated evidence table (findings, methods, limits, pages).
- Confirm a thematic outline — organized by themes, not individual papers.
- Generate your draft, verify sources, and export to Word.
Frequently asked questions
Is LitReview AI just an AI summarizer?
No. Summarizers condense one document at a time. LitReview AI reads your PDF shortlist in long-context passes, builds a cross-paper evidence table and thematic outline, then drafts with inline citations you can verify against page excerpts.
Does LitReview AI hallucinate citations?
The tool only cites papers you upload — it does not invent references from an external database. Click a source badge to see a page excerpt from your PDF.
How much of each PDF does the AI read?
Evidence uses smart page-aware excerpts (Abstract, Methods, Results, Discussion, and RQ-matching pages) within a ~450k character corpus budget. The draft defaults to one unified long-context pass over the same corpus plus your evidence table. The workspace shows coverage estimates before you generate.
Does it replace Elicit or Zotero?
No. Use Elicit or similar tools to discover papers, and Zotero to manage your library. Export your chosen PDFs here when you are ready to synthesize and write.
What is the best AI for literature review if I already have my papers?
Tools like Elicit help you find papers; LitReview AI synthesizes the PDFs you upload — evidence table, thematic outline, cited draft, and page-level verification. Best when you have a shortlist, not when you still need discovery.
Can I use ChatGPT to write a literature review?
ChatGPT can draft prose but cannot reliably read 10–30 full PDFs with verifiable page citations. LitReview AI is built for closed-corpus synthesis on your uploads only.
How is this different from SciSpace or Consensus?
Those tools excel at reading or checking individual papers. LitReview AI focuses on cross-paper thematic synthesis across your entire shortlist in structured passes — evidence table, outline, then cited draft.
How to use AI for a literature review responsibly?
Upload sources you have screened, review the evidence table, edit the outline, verify citations against PDF excerpts, then export and rewrite in your voice. You remain the author.