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 (250M+ works, all disciplines)
• Semantic Scholar (AI-enhanced)
• Europe PMC (life sciences)
• arXiv (CS, physics, mathematics)

Your Library

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

Step 3

Intelligent Relevance Scoring

Each paper is scored using a three-signal blend that goes beyond keyword matching — understanding meaning, authority, and recency simultaneously.

Our scoring combines three signals:

• Semantic similarity (60%) — AI embeddings compare the meaning of your claim against each paper's title and abstract, not just shared words
• Citation count (25%) — highly-cited papers rank higher, using a log scale so landmark papers aren't unfairly dominated by recent ones
• Publication year (15%) — recent papers get a mild boost, reflecting that newer research is generally more relevant

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

Confidence scores reflect semantic relevance, citation authority, and recency — not just keyword overlap — so the best papers rise to the top.

Ready to strengthen your research?

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

Start Analyzing