For biomedical researchers, pharma teams, and data scientists
Find the right biomarker insights without reading hundreds of papers
Ask your research question in plain English.
Get traceable biomarker associations, a visual knowledge graph, and cross-referenced evidence from trusted scientific and clinical sources.
PMID-linked citations at every step. No black-box answers.
How It Works
From research question to structured knowledge base in 5 simple steps.
Ask Your Question
Type your research question in plain English
Watch Results Stream
Review prioritized findings and evidence as results arrive
Explore Your Graph
Click, filter, and explore the visual network of relationships
Ask Follow-Ups
Dig deeper with natural language questions about your results
Export Documentation
12 export formats covering data, documents, citations, and graphs. Availability varies by plan.
Ask Your Question
Watch Results Stream
Explore Your Graph
Ask Follow-Ups
Export Documentation
Type your research question in plain English
Review prioritized findings and evidence as results arrive
Click, filter, and explore the visual network of relationships
Dig deeper with natural language questions about your results
12 export formats covering data, documents, citations, and graphs. Availability varies by plan.
What You Get With Every Query
Structured Biomarker Data
Biomarker associations organized with PMID-linked citations and evidence indicators—ready to review or export.
Visual Knowledge Graph
An interactive network of biomarker relationships—filter, open any node, and export for figures (including Cytoscape).
AI-Powered Q&A
Ask follow-ups in plain English—summaries and citations grounded in your results, structured for grants or papers.
Automatic Cross-Referencing
Automatic cross-checks against trusted biomedical, genomic, clinical, and regulatory databases.
Powered by Trusted Clinical and Scientific Sources
Who Motif Is For
From drug discovery to grant writing, Motif gives you back the time you spend on literature review.
Drug Discovery Teams
Your challenge
Finding and cross-referencing therapeutic targets requires extensive literature review.
What Motif gives you
Druggable targets with clinical evidence in structured, cited outputs—far faster than manual review alone. Better-informed decisions on which targets to pursue.
Diagnostic Developers
Your challenge
Identifying and cross-referencing diagnostic biomarkers takes years of research.
What Motif gives you
Candidate biomarkers ranked by clinical evidence. Streamlined path from discovery to assay development.
Academic Researchers
Your challenge
Literature review is time-consuming and tedious. Grants require comprehensive evidence.
What Motif gives you
More time for creative research, stronger grant applications. Structured outputs in a fraction of the time manual review requires.
Why Researchers Choose Motif Over Manual Methods
See how AI-powered cross-referencing transforms biomarker discovery
| Feature | Motif | Manual PubMed | Single Database Tools |
|---|---|---|---|
| Per-article extraction (typical) | ~3 min* | ~60-90 min | Varies by tool |
| Databases Searched | 50+ databases | 1-2 databases | 1 database |
| Biomarker Types | 60+ biomarker types | Manual tagging | Limited categories |
| Cross-Referencing | Automatic | Manual | None |
| Evidence Indicators | Included | Manual review | Basic filters |
| Knowledge Graph | Interactive | None | Static only |
| Export Formats | 12 formats** | Copy/paste | Limited |
*Motif: average biomarker data extraction per article (~3 min). Manual: typical time to read and extract one paper (~60-90 min). Single-database tools vary—workflows often still mix exports with manual review, so we don't quote one number. Full Motif queries also run search, cross-referencing, gap evaluation, and synthesis; total time varies with scope and configuration.
** JSON, CSV, Excel, Word, PDF, PPTX, BibTeX, RIS, GraphML, PNG, SVG, Neo4j. Availability varies by plan.
Professional-Grade Outputs
From quick exports to comprehensive due diligence reports, get the exact format you need for your research workflow.
Due Diligence Reports
Consultant-grade PDF reports with competitive landscape analysis, risk assessment, and research evidence summaries
- Executive summary
- Competitive analysis
- Risk assessment
- Market insights
Clinical Cross-Referencing Reports
Comprehensive biomarker cross-referencing across 50+ databases with evidence scoring and clinical context
- Multi-tier cross-referencing
- Evidence scoring
- Clinical context
- Database citations
Research Summaries
Publication-ready summaries with evidence scores, citations, and grant-ready documentation
- Literature synthesis
- Citation management
- Grant-ready format
- Evidence tables
Quick Export Options
PDF & Word
Reports and synthesis
CSV & Excel
Tables and structured data
Slides (PPTX)
Presentation-ready decks
Citations & graphs
BibTeX, RIS, GraphML, PNG, SVG, Neo4j
Enterprise Integration Ready
All outputs include structured metadata for seamless integration with your existing research workflows, data management systems, and compliance requirements.
Ready to discover faster?
Be one of the first to try Motif and accelerate your biomarker knowledge.