Basic Details
| Item | Value |
|---|---|
| Title | IntelCheck: OSINT source-reliability and threat-credibility dashboard |
| Type | Web App |
| Difficulty | 60 |
| Ideal Capital | 25000 |
| ROI | 75% |
| ETA on ROI | 18 |
| Target Audience | Traders, journalists, compliance officers, corporate-security and risk analysts |
| Target Countries | United States, UK, EU, Israel, UAE, Saudi Arabia, Turkey |
| Target Demographics | Professionals 25-55; English/Arabic/Hebrew/Turkish speakers; interested in geopolitics, financial markets, news verification, OSINT |
| Description | Build a SaaS dashboard that ingests breaking Middle East security and intelligence news in English, Arabic, Hebrew, Persian and Turkish; tags each report with source country, anonymity level, and ‘origin vs assessment’ mismatches (the exact pattern in this article: Israeli-sourced intel, CIA doubted). An ML/LLM pipeline scores credibility 0-100 and sends real-time alerts when a high-impact threat report is likely inflated or false-flag. Tech stack: Next.js/React frontend, Python FastAPI backend, PostgreSQL + Redis, OpenAI/Anthropic or open-weight LLMs for translation and scoring, news APIs (GNews, NewsAPI, X API), Docker, deploy on AWS ECS/Fargate or Vercel + Supabase. Build MVP in 8-12 weeks with 3 core feeds and a credibility score; then add alerts, API, and team seats. |
| Monetization | SaaS tiers: Free (3 alerts/day), Pro $49/month, Analyst $199/month, API $499+/month; premium newsletter with sponsor ads; white-label licensing to newsrooms. |
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