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Research Verifier

How Research Verifier Works

Our AI-powered system automatically finds supporting evidence for your research claims using advanced natural language processing and academic database integration.

Step 1

Intelligent Claim Extraction

Our AI analyzes your text to identify citation-worthy claims and generates optimized search strategies for academic databases.

What we extract:

  • • Core scientific claims and assertions
  • • Key concepts and domain-specific terms
  • • Multiple complementary search queries per claim
  • • Balanced specificity to maximize relevant results
Step 2

Multi-Strategy Search

We generate multiple targeted search queries per claim to maximize coverage across major academic databases and your personal library.

Academic Databases

  • • PubMed (biomedical)
  • • OpenAlex (cross-disciplinary)
  • • Semantic Scholar (AI-enhanced)
  • • Europe PMC (life sciences)
  • • CrossRef (DOI registry)

Your Library

  • • Uploaded PDF papers
  • • Full-text extraction
  • • Keyword matching
  • • Local relevance scoring
Step 3

Intelligent Relevance Scoring

Each paper is analyzed and scored based on how well it supports your specific claim using advanced matching algorithms.

Our scoring considers:

  • • Keyword presence in title and abstract
  • • Partial keyword matching for flexibility
  • • Term frequency and emphasis
  • • Penalties for missing core concepts
Step 4

Ranked, Ready-to-Use Results

Get the top results ranked by relevance, with all the information you need to cite them in your work.

Each result includes:

  • • Confidence score showing match strength
  • • Complete citation (authors, year, title)
  • • Abstract for quick relevance assessment
  • • Direct link to full paper
  • • Source database identification

Why Use Research Verifier?

Save Time

Automate the tedious process of finding supporting evidence. What takes hours can be done in minutes.

Better Quality

Find more relevant and recent papers that you might have missed in manual searches.

Smart Ranking

Get confidence scores showing how well each paper matches your claim, so you can prioritize the most relevant sources.

Ready to strengthen your research?

Try Research Verifier with your own text and see how it can improve your academic writing.

Start Analyzing