NewLiterature Intelligence turns your papers into an evidence matrix, research gaps and a conceptual framework. See how it works →

Capabilities

Everything a literature review needs

From importing your first export to submitting the manuscript: cleaning, screening, bibliometric analysis, evidence synthesis and reporting in one place.

Import

Supported databases & formats

Mix and match sources in a single dataset. Records are normalised and de-duplicated automatically.

  • Scopus
  • Web of Science
  • PubMed
  • Dimensions
  • Lens
  • OpenAlex
  • CSV
  • Excel
  • Plain text
  • BibTeX
  • RIS
  • EndNote XML
  • PubMed XML
  • JSON Lines

Literature Intelligence

Evidence synthesis, automated

New

Evidence extraction

Theories, constructs, variables, methods, contexts and findings are extracted from every paper, with the source sentence kept as evidence.

Evidence matrix

A sortable paper-by-paper matrix you can filter, customise and export to Excel, Word or CSV.

Relationships & contradictions

See which variables are linked, how often, and where studies disagree on direction or significance.

Research gaps

Under-studied theories, contexts, methods and relationships are surfaced automatically for your future-research section.

Conceptual framework builder

Drag constructs onto a canvas, draw direct, mediating and moderating paths, and export to PNG, SVG or PDF.

Technical report

A ten-section structured report that summarises the literature, ready to adapt for your manuscript.

Analysis modules

Bibliometric analysis

New

Literature Intelligence

AI-assisted extraction of theories, variables, methods and findings — with an evidence matrix, research gaps, contradictions and a conceptual framework builder.

Performance dashboard

h-, g- and m-index, citation totals, document types, languages and a three-field Sankey in one view.

Publication trends

Annual output and citations, growth rates, relative citation index and lifecycle forecasting.

Sources & journal quality

Bradford’s law, source impact, and journal rankings from ABS/AJG, ABDC, FT50, UTD24, SJR and JCR.

Highly-cited papers

Global and local citations, normalised citation scores and the documents that anchor the field.

Authors & collaboration

Productivity, Lotka’s law, author impact over time and co-authorship networks.

Institutions & countries

Institution rankings, world maps, single- versus multi-country collaboration and international networks.

Conceptual structure

Word clouds, keyword co-occurrence, thematic maps, thematic evolution and factorial analysis.

Intellectual structure

Co-citation, bibliographic coupling, historiograph and reference publication year spectroscopy.

Science maps

VOSviewer-style network, overlay and density maps with clustering you can tune and export.

Meta-analysis

Effect sizes, random- and fixed-effects models, forest and funnel plots, heterogeneity and bias tests.

AI report writer

Turn your results into a structured, citable report and export it to Word, PDF or a ZIP of figures.

Journal quality

Journal rankings

ABS / AJG

Chartered ABS Academic Journal Guide star ratings for business and management journals.

4*4321

ABDC

Australian Business Deans Council list, with every edition from 2010 to 2025.

A*ABC

FT50 & UTD24

The Financial Times research list and the UT Dallas top-24 journals.

FT50UTD24

SCImago

SJR score, quartile and h-index for tens of thousands of journals.

Q1–Q4SJRh-index
New

Journal Citation Reports

Impact factor and JCR quartiles for journals indexed by Web of Science.

JIFQ1–Q4

Data integrity

Cleaning & screening

Duplicate detection & merging

DOI, title and fuzzy matching across databases, with a review queue so you decide what gets merged.

Author & affiliation cleaning

Name variants, institution strings and countries are normalised so rankings and networks count the right people.

Keyword & synonym control

Merge spelling variants and synonyms, drop stop-words, and keep a thesaurus you can reuse across projects.

Screening with PRISMA

Include, exclude and tag records with reasons, then generate a PRISMA 2020 flow diagram from your decisions.

Collaboration

For teams and institutions

See it on your own data

Import a Scopus export on the free plan and explore the workspace — no card required.