Trend Analyzer — Social Threat Intelligence

A full-stack social media threat intelligence platform that combines real-time trend visualization with automated hate speech detection and coordinated campaign monitoring. Built on Next.js with Convex as the real-time backend, the system continuously ingests Twitter/X data streams, runs NLP-powered sentiment and toxicity classification, and renders interactive geo heatmaps showing the geographic spread of harmful narratives. The AI analysis engine detects coordinated inauthentic behavior patterns — bot clusters, astroturfing campaigns, and brigading — and generates automated threat reports. Features Clerk-authenticated dashboards with role-based access, automated scanning schedules, trend anomaly detection using statistical process control, and webhook alerts for escalation to moderation teams.

Apps Integrated