For thesis chapters, narrative reviews, and research proposals
AI literature review writer — build a synthesis, not a list of summaries
Finding papers is only the first step. Grongy AI helps you compare them, organise the field by theme, and write a synthesis in which every citation leads back to a source you selected.
No card required · every citation traceable to a real source
How the AI literature review tool works with real papers
Organise around questions and themes
Move beyond one paragraph per author. Group studies by the claim, method, population, period, or disagreement that matters to your review question.
Read beyond the abstract
Attach PDFs and retrieve relevant passages by page. That gives drafting and citation review more evidence than a title and abstract alone.
Earn the research gap
A useful gap follows from what the reviewed studies cover, miss, or disagree about. The review flags vague gap claims instead of ending with a stock phrase.
How it works in practice
The search and the written review are different jobs. Grongy AI keeps them connected without pretending that collecting papers is already synthesis.
- 1
Set the review question
Define the topic, boundaries, date range, population, or body of work that belongs in the review.
- 2
Collect and screen
Search academic indexes, import references, attach PDFs, and remove papers that cannot answer the question.
- 3
Map the literature
Compare recurring concepts, methods, findings, contradictions, and under-studied areas before writing prose.
- 4
Write the synthesis
Draft thematic sections, check each citation against its source, and revise the conclusion until the gap follows from the evidence.
A structure that follows the project
A narrative review may use this structure. Systematic and scoping reviews also need a transparent search, screening, and synthesis method; the disposition changes when you choose that approach.
- 1
Introduction
The review question, scope, significance, and boundaries.
- 2
Search or review approach
Included when the review method needs to be reproducible or explicitly documented.
- 3
Thematic synthesis
Sections built around ideas, comparisons, and disagreements rather than a sequence of authors.
- 4
Critical discussion
What the evidence base can establish, where it conflicts, and where its methods are weak.
- 5
Conclusion and gap
A precise gap, limitation, or next question that follows from the reviewed work.
A credible review still requires judgement.
The system can retrieve, organise, and compare sources. It cannot decide which evidence is trustworthy or which exclusions are defensible without your disciplinary judgement.
- You define the review question and inclusion boundaries.
- You read and verify the papers that carry the central argument.
- For systematic work, you document the real search and screening process rather than asking the model to reconstruct one.
- You make the final interpretation and remain responsible for omissions and conclusions.
Questions before you start
Can I use Grongy AI for a systematic literature review?
It can help plan the structure, search for papers, work with uploaded PDFs, and draft from your documented evidence. It does not replace a registered protocol, database search log, screening decisions, or PRISMA reporting.
Does it write one paragraph per paper?
The prompts are designed to synthesise by theme, comparison, method, or disagreement. You can still edit the disposition and decide how the literature should be grouped.
Can it find open-access full text?
Search combines scholarly metadata providers and surfaces legal open-access links when available. You can also attach your own PDF for page-level retrieval.
How does it check citations?
Citation review compares the claim in your draft with the abstract or relevant extracts from the attached full text and flags support that appears weak or unavailable.