Grounded AI

Smarter citation verification for scholarly publishing

Ensure citations are real, relevant, and accurate. Veracity delivers scalable citation screening designed for modern research integrity workflows.

Veracity Integrity Checks

All checks are performed directly on raw manuscript content - no pre-structured metadata or tagging required.

CheckWhat We DoWhat You Get
Source Resolution & MatchingResolve references against external source records and verify metadataFlags for not-found, mismatched, or potentially fabricated references, confidence-weighted
Author RepresentationAnalyse citation authorship and author concentration (beyond "et al.")Detect notable self-citation and author representation
Relevance AnalysisCompare citation context to manuscript topicIdentify potentially low-relevance references
Retraction & Editorial StatusResolve retractions, expressions of concern, errata, and correctionsClear indicators for sources with editorial notices
Unused Reference DetectionMatch in-text citations to bibliography entriesFlags for unused or orphaned references

Data and standalone reports are available via API, ready for seamless integration into your favourite submission system or manuscript review package.


Accelerate Review & Reclaim Editorial Time

The vast majority of references in a submission are completely fine. Why waste time manually checking all of them? Manual citation screening takes ~37.5 minutes per paper. Veracity takes you straight to the potential issues, allowing editors to spot-check clean results in 1–2 minutes and investigate only the flagged anomalies.

Manual Method
37.5 mins
per paper
Veracity
3.3 mins
average per paper

~11× faster citation screening


Built for Editorial Workflows

Screen Early & Often

Works directly from raw manuscript files. No XML tagging or pre-processing is required from your team, allowing you to catch issues at the earliest possible stage of the submission lifecycle with zero added friction.

API-Ready Integration

Seamlessly plug Veracity into your existing peer review platforms, submission systems, and editorial environments.

High-Volume Pipelines

Designed for scale to handle continuous, massive submission volumes across your entire publication portfolio.

Specialized Citation Analysis

Purpose-built for verifying references. By focusing entirely on citations, we deliver deeper, more precise insights than generalized integrity tools.


Comprehensive Citation Analysis

Our core philosophy is that effective citation screening starts with context. Before flagging risks, Veracity gathers, unifies, and enriches external dependencies (the cited sources) to streamline the reviewer's job. By surfacing and organising the necessary information first, we make augmented review possible.

The automated extraction and verification engine identifies:

  • Potentially fabricated or mismatched references
  • Retracted sources
  • Low-relevance citations
  • Unused references
  • Unusual author concentration or self-citation

Coverage

Supports 2,800+ citation styles and multiple file formats including PDF, DOCX, LaTeX, HTML, and Markdown.

Works across:

STEMHumanitiesSocial SciencesMedicineBusinessLawArts

Covering end-to-end citation detection, parsing, mention linking, source resolution, metadata parsing and comparison, relevance similarity, and author name disambiguation.