TrendScoop

AI TOOL

AI-powered competitive intelligence for the newsroom: cross-references Google Trends with real-time competitor coverage and uses LLMs (OpenRouter) to surface uncovered stories. Layered anti-hallucination guardrails (schema-validated JSON, runtime validation, source citation whitelist); deployed via Docker/Terraform on AWS.

Next.js 15 · React 19 · TypeScript · OpenRouter

● Internal tool used by the newsroom to monitor trends and competitor coverage in real time. No public access — restricted to internal company use.Back to projects