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

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Created by: Don Jayamaha Jr || don-the-gem-dealer

Don Jayamaha Jr

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Last update a day ago

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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)

  1. Binance
  2. Coinbase
  3. Bybit
  4. MEXC
  5. Gate.io
  6. Bitget
  7. OKX
  8. Kraken
  9. HTX (Huobi)
  10. 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

  1. Create a Telegram Bot

    • Use @BotFather to generate a bot token
    • Add the bot to your channel and get the channel ID
  2. Configure API Keys

    • OpenAI API Key (GPT-4.1 or GPT-4.1-mini)
    • Telegram Bot Token + Channel ID
  3. Import Workflow into n8n

    • Add credentials in the Set node (no hardcoding in HTTP nodes)
    • Configure schedule trigger (15m, hourly, daily, etc.)
  4. 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.