Automate Bitcoin Trading Insights with 10-Exchange Liquidity Data and GPT-4.1 Analysis

Create your own Bitcoin Liquidity Exchange Channel with an AI Agent—fully integrated with 10 major centralized exchanges.

This workflow acts as a liquidity intelligence agent, connecting multiple exchange order books into a unified dataset, then applying AI analysis to generate actionable trading insights. It’s the ultimate tool for Bitcoin traders, analysts, community managers, and researchers who need cross-exchange liquidity monitoring—delivered instantly through Telegram.

🔌 Supported Exchanges (Integrated)

Binance Coinbase Bybit MEXC Gate.io Bitget OKX Kraken HTX (Huobi) Crypto.com

🌟 What Makes This Workflow Special?

This isn’t just raw order book data—it’s an AI-powered aggregator that:

Fetches BTC/USDT order books (up to 5000 levels deep) from 10 exchanges Normalizes & merges** liquidity data into a single view Uses GPT-4.1 or GPT-4.1-mini to detect liquidity clusters, imbalances, and support/resistance Generates two structured outputs:

Liquidity Report (raw snapshots from all exchanges) AI Trading Brief (intraday + weekly signals) Publishes insights directly into a Telegram channel

🔍 What You Can Do

📊 Cross-Exchange Liquidity View

Monitor total liquidity depth across top 10 exchanges Spot hidden bid/ask clusters and weak order book levels

⚡ Real-Time Signals

Detect when liquidity evaporates at key price points Receive intraday + weekly trading briefs

📢 Community Ready

Run your own public or private Telegram channel with automated liquidity updates

✅ Example Alerts

“BTC liquidity depth update: $30M bid wall forming at $62,000 across Binance & OKX.” “Ask-side liquidity dropped 20% in the last hour on Bybit + Coinbase.” “Daily summary: Cross-exchange liquidity balanced, net inflow +3.2%.” “Liquidity cluster detected: strong support between $61,800 – $62,150.”

🛠️ Setup Instructions

Create a Telegram Bot

Use @BotFather to generate a bot token Add the bot to your channel and get the channel ID

Configure API Keys

OpenAI API Key (GPT-4.1 or GPT-4.1-mini) Telegram Bot Token + Channel ID

Import Workflow into n8n

Add credentials in the Set node (no hardcoding in HTTP nodes) Configure schedule trigger (15m, hourly, daily, etc.)

Deploy & Test

Run the workflow and confirm liquidity + AI insights appear in Telegram

⚙️ Workflow Architecture

AI Brain** → GPT-4.1 or GPT-4.1-mini Data Sources** → 10 centralized exchanges (BTC/USDT order books) Data Normalization** → Unified liquidity dataset Outputs** →

Liquidity Report (raw exchange stats) AI Trading Brief (signals + summaries) Delivery** → Telegram Channel

📝 Included Sticky Notes

System Overview** (workflow purpose & design) Exchange Data Integration** (order book depth per CEX) Setup Guide** (Telegram + API keys) Customization Notes** (change frequency, extend signals) Legal Disclaimer** (AI analysis, not financial advice)

Your Bitcoin liquidity insights—unified, AI-analyzed, and delivered in real time to Telegram.