How Journament Works
Combining Google Gemini AI with international standards (NISO RP-25-2016, DORA 2025, COPE) for transparent, ethical research assessment. Evaluating 13+ quality metrics for journals and articles with real-time engagement data.
AI-Powered Analysis
Our advanced AI system analyzes article quality, generates keywords, and provides comprehensive insights for every publication.
- Article quality scoring
- Automatic keyword generation
- Abstract extraction
- Citation network analysis
Real-Time Metrics
Track journal performance with live engagement data from the SciMatic Search Engine ecosystem.
- Click-through rates
- Search visibility scores
- User engagement tracking
- Monthly trend analysis
Knowledge Network
Explore connections between journals, articles, keywords, and research groups in our comprehensive database.
- Keyword connections
- Research group mapping
- Citation relationships
- Topic clustering
Powered by Advanced AI & International Standards
Google Gemini AI with NISO RP-25-2016, DORA 2025, and COPE compliance for transparent, ethical research evaluation
International Standards Compliance
National Information Standards Organization's recommended practices for altmetrics. We evaluate article-level metrics beyond traditional citations, including social media mentions, downloads, and real-world applications.
Declaration on Research Assessment principles. We assess scientific content itself, not journal-level metrics. Focus on research quality, methodology rigor, and actual contribution rather than impact factors.
Committee on Publication Ethics guidelines. Our AI evaluates research integrity, ethical compliance, transparency in methodology, reproducibility, and adherence to publication ethics standards.
Academic Rigor (20% weight)
Evaluates research methodology soundness, statistical rigor, theoretical framework strength, and scientific contribution quality
Enhanced Innovativeness (15% weight)
Deep novelty assessment considering breakthrough potential, originality of approach, and contribution to advancing the field
Methodology Quality (12% weight)
Assesses appropriateness of research methods, reproducibility, data quality, and analytical approach robustness
Topic Relevance (10% weight)
Alignment with 2025 research trends: AI ethics, UN SDGs, climate action, digital medicine, research integrity, and emerging fields
Topic Importance (10% weight)
Evaluates contribution to sustainable development goals, global challenges, and long-term significance in the research landscape
Research Integrity (10% weight)
COPE standards compliance: ethical considerations, transparency, reproducibility, conflict of interest disclosure, and data sharing
Practical Impact (10% weight)
Assesses real-world applicability, potential for translation to practice, policy implications, and societal benefit
Clarity & Readability (10% weight)
Evaluates writing quality, logical structure, coherence, and accessibility to target audience and broader research community
Interdisciplinary Value (8% weight)
Measures potential value across different fields, cross-disciplinary connections, and broader scientific impact beyond single domain
Author Diversity
Analyzes team composition, institutional diversity, geographic distribution, and collaboration patterns for comprehensive research perspectives
Smart Keywords
Automatically generates relevant keywords from titles and abstracts, enhancing discoverability and research network connections
Abstract Extraction
Intelligently extracts abstracts from PubMed, Crossref, and other sources using standardized metadata for comprehensive article analysis
The Journament Process
From submission to comprehensive analysis in five steps
Journal Submission
Editors submit journal information including ISSN, aims & scope, and publication details
Article Import
Bibliographic data is imported manually or through automated systems with DOI resolution
AI Analysis (Google Gemini)
Each article undergoes comprehensive AI analysis evaluating 13+ metrics including academic rigor, innovativeness, methodology quality, research integrity (COPE), topic relevance (2025 trends), and practical impact. Following NISO RP-25-2016 and DORA 2025 principles for transparent assessment.
Metric Collection
Real-time engagement data is collected from user interactions and search patterns
Dynamic Ranking
Journals are ranked based on combined metrics including engagement, quality, and diversity
Live Performance Metrics
Example metrics dashboard showing real-time journal performance indicators
AI-Enhanced Journal Quality Analysis
Comprehensive journal evaluation following NISO/DORA principles with real-time engagement metrics
AI Quality Metrics
- Editorial board quality assessment
- Peer review process evaluation
- Research integrity compliance
- Publication ethics standards
- Author diversity analysis
- Topic relevance scoring
Quality Badges & Indicators
- NISO/DORA Compliant badge
- Research Integrity certification
- Highly Innovative marker
- Trending Topic indicator
- High Impact potential
- Quality tier rankings
Enhanced v2.0 Evaluation: Both journals and articles are analyzed using international standards including NISO RP-25-2016 (altmetrics), DORA 2025 (assessment principles), and COPE (research integrity). All metrics are transparently displayed with detailed breakdowns and actionable insights.
For Researchers
Discover the perfect journal for your research with our AI-enhanced search and comprehensive quality metrics.
- AI-powered article quality analysis
- Search by keywords and topics
- View NISO/DORA compliance badges
- Explore citation networks
- Track 2025 research trends
- Save favorite journals
- Export bibliographic data
For Editors
Gain visibility for your journal based on genuine researcher engagement, AI quality scores, and international standards compliance.
- Free journal submission
- Real-time performance tracking
- AI-powered quality analysis
- NISO/DORA compliance evaluation
- Engagement analytics dashboard
- Citation tracking & impact
- Monthly trend & quality reports
What Makes Us Different
A transparent, data-driven approach to journal evaluation
User-Centric Metrics
Rankings based on actual researcher behavior and engagement, not just citations
Transparent Methodology
All ranking factors are clearly explained and publicly available
Real-Time Updates
Metrics update continuously based on live user interactions
AI-Enhanced Quality (v2.0)
Google Gemini AI evaluates 13+ quality metrics following NISO/DORA/COPE international standards, with weighted scoring, compliance badges, and trend indicators
Join the Journament Community
Whether you're a researcher looking for the perfect journal or an editor seeking visibility, Journament provides the tools and insights you need.