• Multi-Year Analytics
• Historical Trends
• Emerging Metrics
• Competitor View
• Global Frameworks
• SDG & Accreditation
• Gap Analysis
• Ranking Roadmap
• Student Personas
• Course Interest Heat maps
• Engagement Insights
• Mapping Motivations
• Contextual Evaluation
• Subject-level Scores
• Transparent Criteria
• Impact Recognition
• Department Scorecards
• Demand Forecasting
• Skill-Job Fit
• Trend Alignment