Infrastructure Overview

System
Architecture

A real-time global intelligence pipeline that collects, processes, and delivers GEO insights across 18+ data sources.

How It Works

Data Pipeline Architecture

From raw data ingestion to actionable delivery — four stages power the entire system.

COLLECT

18+ sources: arXiv, Semantic Scholar, OpenAI blog, YouTube, GitHub...

PROCESS

NLP scoring, deduplication, multi-tag classification, quality filtering

STORE

Supabase PostgreSQL with real-time subscriptions

DELIVER

REST API, daily Lark push, dashboard UI

Real-Time Stats

Live Data Metrics

Our pipeline continuously ingests data — here are the latest numbers, updated in real time.

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Papers

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Community Posts

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Products

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YouTube Videos

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Drive Files

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Total Records

Intelligence Network

Data Sources

We monitor and ingest from authoritative sources across the AI ecosystem, organized by reliability tier.

Built With

Technical Stack

Modern, battle-tested technologies powering every layer of the pipeline.

Python

FastAPI

Supabase

Next.js

Railway

Tailwind CSS

Vercel

GitHub Actions

Start Exploring

Explore Our Data

Dive into the latest GEO research, AI news, and intelligence curated by our pipeline — updated daily.