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

Literature Intelligence

Understand a whole literature,not just its citations.

Extract theories, constructs, methods, contexts and findings from every paper, then explore how the field fits together across 16 interactive views. Every finding links back to the sentence it came from.

16 interactive viewsSource-traceable evidenceExcel · Word · SVG · PDF
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Overview

Intelligence overview

Headline findings, evidence quality and emerging signals for the whole corpus at a glance.

16

Interactive views

6

Analysis stages

8

Export formats

1

Click from finding to source

How it works

From a folder of papers to a publishable synthesis

  1. 1

    Bring your dataset

    Use any cleaned dataset: titles, abstracts and keywords from Scopus, Web of Science, PubMed and more.

  2. 2

    Extract the evidence

    AI reads every paper and pulls out theories, constructs, methods, samples, contexts and findings, keeping the source sentence.

  3. 3

    Explore six stages

    Move from overview to structure, building blocks, relationships, synthesis and maps, with filters that follow you.

  4. 4

    Export and write

    Download figures and tables, build your framework, and hand the results to the AI report writer.

Sixteen views

Every angle on the literature, in one workspace

Views are grouped into the six stages of a review, so you always know where you are and what to look at next.

Intelligence overview

Headline findings, evidence quality and signals across the corpus.

Overview

Literature architecture

Themes → theories → constructs as an expandable tree.

Structure

Mind map

A radial map of the field with zoom and collapse.

Structure

Thematic clusters

Themes, subthemes and the key papers behind each one.

Structure

Theory map

Which theories are used, by theme, method and context.

Building blocks

Variables & constructs

Constructs with their roles, aliases and frequency.

Building blocks

Methodology map

Research designs, methods and samples across studies.

Building blocks

Context map

Countries, regions and industries the evidence comes from.

Building blocks

Relationship map

Reported links between constructs, with direction and strength.

Relationships

Contradictions

Where findings disagree, and the differences that may explain why.

Relationships

Temporal evolution

Emerging and declining topics, theories and methods over time.

Relationships
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Evidence matrix

One row per paper, filterable and exportable to CSV, Excel or Word.

Synthesis

Research gaps

Evidence-based gaps for your future-research section.

Synthesis

Conceptual framework

Build a model from the evidence and export it as an image.

Synthesis

Semantic similarity

Papers linked by shared content, not just shared citations.

Maps

Keyword, author & citation networks

Three networks of the same corpus, side by side.

Maps

Built for publication

Take every figure and table straight into your manuscript

Figures in every format

PNG at screen or print resolution (about 600 dpi), JPEG, SVG for Illustrator and Word, PDF, or copy straight to the clipboard.

PNGSVGPDFJPEG

Tables you can reuse

Download any table as CSV or JSON, or copy it and paste directly into Excel or Word.

CSVJSONExcelWord
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Saved views

Save any view with its settings and filters, then reopen it later with the latest results.

Journal quality filters

Narrow any view to ABS, ABDC, FT50 or SJR Q1 journals and see how the evidence changes.

Evidence you can trust

Every theory, construct and finding keeps its source sentence, so you can check it before you cite it.

Private by default

Your papers and extractions are visible only to you and the people you invite.

AI report writer

From results to a written report

Structured drafts

Methods, descriptive results, science mapping and discussion sections drafted from your own analysis.

Word, PDF & figures

Export an editable Word document, a PDF or a ZIP bundle with every chart at publication resolution.

Literature Intelligence

See what your literature is really saying

Import a dataset, run the extraction and explore all sixteen views in minutes.