AI-Powered Crypto Analysis Using OpenRouter, Gemini, and SerpAPI

Description

This n8n automation is designed to analyze cryptocurrency trends by extracting, processing, and interpreting candlestick charts using AI-powered agents. The workflow enhances technical analysis by integrating real-time market data, ensuring traders receive accurate and actionable insights.

Workflow Breakdown:

🔹 1. Chat Node – Provide Crypto Information
Users enter a crypto symbol in the required format (EXCHANGE:SYMBOL), such as BINANCE:BTCUSDT. This ensures the workflow retrieves the correct market data.

🔹 Retrieve Daily Candlestick Chart
Once the input is received, the workflow fetches the full-day candlestick chart for the selected crypto, providing a macro-level market trend.

🔹 AI Agent – Analyze Daily Chart
The first AI agent, powered by Google Gemini 2.0 Flash via OpenRouter, analyzes the daily candlestick pattern to detect trends and potential market signals.

🔹 Fetch 5-Minute Candlestick Chart
To refine the analysis, the workflow retrieves a 5-minute interval candlestick chart, allowing for real-time market movement evaluation.

🔹 AI Agent – Advanced Candlestick Analysis
This AI agent combines the 5-minute chart with the daily analysis to provide an in-depth market prediction. Here’s where the real magic happens—AI interprets short-term trends in the context of long-term movements.

🔹 Shared Windows Buffer – Store Intermediate Results
The Windows Buffer temporarily stores analysis results, ensuring seamless data flow between AI agents for a more structured interpretation.

🔹 Serp API – Retrieve Crypto News
To add fundamental analysis, the Serp API tool fetches the latest crypto-related news from the web, providing additional market context.

🔹 Chat Window – Deliver Final Insights
Once all data points are processed, the final market analysis is displayed in the chat window, combining technical and fundamental analysis for a more comprehensive trading strategy.

Use Case:

This automation simplifies crypto market analysis by integrating AI-driven technical and fundamental insights. It’s ideal for:

✅ Traders looking for automated market insights
✅ Analysts seeking structured candlestick interpretations
✅ Developers wanting to integrate AI-powered trading analysis into applications

By automating candlestick chart analysis, this workflow enhances decision-making and reduces manual effort, making it a valuable tool for anyone involved in cryptocurrency trading.

Setup Instructions:

1️⃣ Import the workflow to your n8n instance

2️⃣ Prepare & add credentials:

OpenRouter (Google Gemini 2.0 Flash) Get a free API key from https://openrouter.ai/
Serp API (for news retrieval) Get a free API key from https://serpapi.com/
Chart Img (For candlestick chart) Get a free API key from https://chart-img.com/

3️⃣ Run the workflow and get AI-powered crypto insights!

NOTE
Remember: Not all LLM models are capable of analyzing image data, so choose your model wisely.

Limitations: All free services come with usage limits. For example, OpenRouter has a daily limit, and once it's consumed, the workflow will stop processing further requests.

Disclaimer
This workflow is designed purely for educational and research purposes. It does not provide financial advice. 🚀