AI research companion for literature reviews
Noetira finds real academic papers, maps how they connect and compares them side by side. You see where the literature agrees, where it disagrees and which questions are still open.
Try: “fear of missing out and travel intention”
The problem
Most researchers search in one tool, map citations in another, summarise in a chatbot and compare studies in a spreadsheet. Context gets lost on the way.
01 · Scattered tools
Search results, citation maps, notes and comparison tables never quite line up.
02 · Unreliable summaries
A confident summary is no use if the paper behind it doesn't exist or says something else.
03 · Gaps by guesswork
Research gaps hide in the differences between studies, which is the hardest part to see.
How it works
Five connected steps in one workspace. Each step builds on the papers you chose in the one before.
01
Search real publications by topic, keyword, title or DOI.
02
Follow citations to the papers your topic is built on.
03
Turn your collection into a literature review matrix.
04
See shared themes, contradictions and method differences.
05
Get suggested gaps, then check them with a new search.
Features
Ask questions about your papers at any step. Answers cite the studies they come from.
01 · Discover
Results from OpenAlex with authors, year, journal, citation count, DOI and open-access status. Add the ones you need to a collection.
02 · Research map
An interactive citation network. Open any node to read the details or add it to your project.
03 · Review matrix
Objectives, theories, methods, samples, findings and limitations, side by side. Each cell says whether it came from the abstract or the full text.
04 · Synthesis
Common themes, conflicting evidence, frequent frameworks and shared limitations across the studies you selected.
05 · Gap finder
Theoretical, methodological, geographical and population gaps, each with an explanation and possible research questions.
06 · Gap validation
Noetira runs fresh searches and tells you whether new results support or challenge the gap.
What you get
Every suggestion shows what kind of gap it is, how confident Noetira is, which papers point to it and what was read to reach it.
14 of the 18 selected papers draw on Western samples. None examine concert travel intention among fans in the South Caucasus.
Research integrity
Noetira supports your academic judgement. It doesn't replace it, and it doesn't write your dissertation.
Findings link to the papers they came from, so you can check them in one click.
Papers come from OpenAlex records. If a detail isn't in the source, the cell stays empty.
Each result says whether it rests on abstracts, full texts or metadata.
Gaps are suggestions with a confidence level, never proof that no study exists.
Who it's for
Master's students
Build a focused collection fast and see where a new study could add something.
PhD candidates
Organise hundreds of sources and spot theoretical and methodological gaps across them.
Undergraduates
See how studies relate before you write about them, with sources you can cite.
Also useful for academics, research assistants and professionals who work from evidence.
Ready when you are
Bring a research question. Noetira brings the literature.
