GemScope
GemScope is a real-time market intelligence platform powered by Google Gemini that runs 24/7 autonomously.
Core trick
A six-phase agent pipeline gathers news and video sources, fact-checks findings, then streams scored stock recommendations over SSE.
Description
GemScope is a real-time market intelligence platform powered by Google Gemini that runs 24/7 autonomously. Multiple specialized AI agents work through a 6-phase pipeline — gathering intel from news, YouTube, and social media, fact-checking findings, performing deep analysis, and generating actionable stock recommendations with quality scoring. The AI autonomously selects trending topics and researches them non-stop without human intervention. Users can watch agents think and collaborate in real-time, or submit their own topics for priority processing. Built with Next.js, .NET, PostgreSQL, and Vertex AI.
README excerpt
# GemScope - AI-Powered Market Intelligence > Built for the **Gemini 3 APAC Tour Singapore Hackathon** (March 2026) ## Overview GemScope is an AI-powered market intelligence platform that uses multiple Gemini AI agents working collaboratively to research, verify, analyze, and generate actionable market insights in real-time. ## Features - **Multi-Agent AI Pipeline** — 6-phase research workflow with specialized AI agents - **Real-Time Streaming** — Watch AI agents research and analyze in real-time with SSE streaming - **Fact Checking** — Automated verification of gathered intelligence - **Stock Recommendations** — AI-generated buy/sell signals with confidence scores - **Market Alerts** — Real-time warnings for critical market events - **Social Intelligence** — Aggregated insights from news, YouTube, and social media - **Quality Scoring** — Multi-reviewer quality grading system (A+ to C) ## Architecture ### AI Research Pipeline ``` Direction → Gathering → Fact Check → Analysis → Stock Picks → Market Alert ``` | Phase | Agent(s) | Description | |-------|----------|-------------| | Direction | Editor (AI) | Selects research topic based on market relevance | | Gathering | Scout (SC), Yuki (YK), Nova (NV) | Collects data from news, YouTube, and social media | | Fact Check | Vera (VR) | Verifies and filters gathered intelligence | | Analysis | Maya (MA), Raj (RJ), Kai (KI) | Deep market analysis and report synthesis | | Stocks | AI | Generates stock picks with entry zones,