AI Agent Stock Advisor System for N8N

This template transforms N8N into a real-time stock analysis assistant. It gathers live price data, scans market news, merges everything into a single dataset, and uses an AI agent to produce a clear buy, hold, or sell assessment delivered directly to Telegram.

It is designed for traders, developers, and automation builders who want a reliable stock evaluation system without writing custom code.

How the system works

Live Market Data
The workflow retrieves 1-minute, 15-minute, and 1-hour price data from TwelveData. These intervals capture short-term movement from multiple angles, giving the AI a clearer sense of current market behaviour.

News Scan
A separate request gathers the latest headlines related to the selected stock. This helps surface sentiment changes that do not appear in price action alone.

Data Fusion
All inputs are merged into one structured dataset. The AI receives a complete, organized snapshot of the stock’s current environment rather than scattered information.

AI Reasoning
The AI agent processes the combined data and produces a balanced assessment. It considers trends, risks, volatility, and sentiment before stating whether the position leans buy, hold, or sell under current conditions.

Instant Delivery
The final result is sent through Telegram, which turns the workflow into a simple real-time stock advisor you can check at any moment.

Why this template is useful

It unifies market data, news, and AI interpretation into one automated system. It helps traders and investors make more informed decisions. It demonstrates how N8N can be extended with AI agents to handle complex analysis. It provides a ready-made example of automation that turns raw information into actionable insight.

The download includes the full N8N template, ready for import and immediate use.