AI-Driven Crypto News Aggregation & Market Intelligence Agent

Muhammad Sohaib

Muhammad Sohaib Amin

AI-Driven Crypto News Aggregation & Market Intelligence Agent

A multi-API crypto news engine that collects, filters, merges, and analyzes market information into actionable insights.

Project Description

This workflow gathers data from multiple crypto news APIs, runs each source through its own AI filtration agent, and consolidates everything into a unified intelligence report. Each component identifies major updates, headlines, sentiment, and market impact, then formats the information into a structured schema. The system produces automated Discord reports breaking down critical news, sentiment, and strategic insights for traders and holders.

Project Overview

The agent pulls information from platforms like CoinDesk, CryptoPanic, NewsData, Nensim, CoinMarketCal, CoinMarketCap, and others. Each source is processed by its own AI agent that filters noise, extracts relevant insights, and organizes data into a consistent structure. All results merge through a core node that consolidates major news, sentiment summaries, impact analysis, and market outlook. The workflow ends with a multi-message Discord distribution delivering key insights in a clean, actionable format.
HIGHLIGHTS: • Integrates 8–10 major crypto news and market APIs • Individual AI agents filter, format, and clean information per source • Core merger node unifies all insights into one structured schema • Automated Discord breakdown: major news, headlines, sentiment, impact, and guidance • Multi-category research including news, APIs, keyword search, and market calendars

Impact Breakdown

A clear look at the problem, the system we built, and the measurable results it delivered.
The Problem
The client struggled with information overload across dozens of crypto news sources, making it hard to get reliable market insights quickly. Manual filtering was time-consuming and inconsistent, often causing missed opportunities.
What We Built
We developed a multi-agent N8N workflow pulling data from numerous APIs, with each source processed by its own AI filtration layer. A core intelligence node generates major news, sentiment, impact analysis, and guidance, then distributes everything through automated Discord messages.
The Outcome
The client now has real-time, consolidated crypto intelligence without manual searching. Each report provides clear, actionable insights, improving decision-making and reducing analysis time. Market sentiment and headline tracking became fully automated and consistently accurate.
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Posted Nov 29, 2025

Developed an AI-driven crypto news aggregation and market intelligence agent.