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Crypto alpha scanner with OpenAI - on-chain and social alerts to Telegram

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Crypto alpha scanner with OpenAI - on-chain and social alerts to Telegram preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

What This Does This n8n workflow is a comprehensive crypto intelligence system that monitors multiple data sources simultaneously to identify alpha opportunities, whale movements, and emerging t...

Best for

  • Crypto Trading automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.reddit, n8n-nodes-base.code, n8n-nodes-base.if, n8n-nodes-base.httprequest, @n8n/n8n-nodes-langchain.openai, n8n-nodes-base.telegram, n8n-nodes-base.splitout, n8n-nodes-base.splitinbatches

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Luka Zivkovic.

Original n8n.io source

1.1 Workflow description

Title
Crypto alpha scanner with OpenAI - on-chain and social alerts to Telegram
Workflow name
Crypto alpha scanner with OpenAI - on-chain and social alerts to Telegram

🎯 What This Does

This n8n workflow is a comprehensive crypto intelligence system that monitors multiple data sources simultaneously to identify alpha opportunities, whale movements, and emerging trends before they become mainstream.

It's like having a team of crypto analysts working 24/7 to spot the next big move.

Installment payment plan available on the link

⚑ Key Features

πŸ‹ Whale Tracking: Monitor VIP wallets and smart money movements in real-time

πŸ“Š Multi-DEX Monitoring: Track price movements, volume, and buy pressure across DEXs

πŸ†• New Token Discovery: Catch tokens within 24 hours of launch

πŸ“± Social Intelligence: Analyze Reddit sentiment and Twitter activity (optional)

πŸ€– AI-Powered Analysis: OpenAI summarizes and prioritizes signals by risk/opportunity

πŸ“¨ Smart Telegram Alerts: Beautifully formatted alerts with actionable insights

πŸ”„ Cross-Source Validation: Higher confidence through multiple data point correlation

πŸš€ What Makes This Special

Unlike basic price alerts, this system provides context and intelligence:

  • Early Alpha Detection: Spots whale accumulation before social discovery
  • Risk Assessment: AI categorizes signals by risk level (LOW/MEDIUM/HIGH/EXTREME)
  • Pattern Recognition: Detects exploits, new listings, partnerships, airdrops
  • Trend Scoring: Composite scores based on whale activity + social sentiment + DEX data
  • Smart Filtering: Only sends high-priority alerts to reduce noise

πŸ“ˆ Real-World Use Cases

For Traders

  • Get notified when whales start accumulating before price pumps
  • Spot new tokens with high whale interest and low social awareness
  • Receive exploit warnings to protect your investments
  • Track trending tokens with momentum building

For Researchers

  • Monitor smart money wallets and their strategies
  • Analyze correlation between whale movements and social sentiment
  • Track DeFi protocol updates and governance changes
  • Study market psychology through cross-source data

For Portfolio Managers

  • Early warning system for portfolio holdings
  • Discovery of emerging opportunities before mainstream adoption
  • Risk management through exploit and dump warnings
  • Market intelligence for strategic decision making

πŸ› οΈ Setup Requirements

Required (Free Tier Available)
  • Etherscan API (Free) - For whale transaction monitoring
  • Telegram Bot (Free) - For receiving alerts
  • OpenAI API (~$0.50-2/day) - For intelligent analysis
  • n8n Instance (Free self-hosted or cloud)
Optional Upgrades
  • Reddit OAuth (Free) - Improves social monitoring reliability
  • Twitter/Apify ($0.4 / 1K tweets) - Professional Twitter monitoring

πŸŽ›οΈ Configuration Options

Hot Tokens Monitoring

  • hotTokens: ['PEPE', 'WIF', 'BONK', 'JTO', 'PYTH', 'ARB', 'OP']

VIP Wallets (Smart Money)

  • vipWallets: [ '0xae2Fc483527B8EF99EB5D9B44875F005ba1FaE13', // jaredfromsubway.eth '0x47ac0Fb4F2D84898e4D9E7b4DaB3C24507a6D503', // Binance 2 // Add your own discovered alpha wallets ]
  • Sensitivity Thresholds thresholds: { whaleMove: 500000, // Minimum USD for whale alerts dexVolume: 100000, // Minimum volume to report priceChange1h: 10, // Percentage change threshold twitterEngagement: 100 // Minimum engagement for Twitter }

πŸ“± Sample Alert Output

🚨 CRYPTO ALPHA SCANNER ⏰ 14:30:25 UTC

πŸ’Ž ALPHA OPPORTUNITIES πŸ’Ž ──────────────────────────────

🎯 $PEPE - Whale accumulation before social discovery β”œβ”€ πŸ‹ Whales: 5 buys / 1 sells (Accumulating) β”œβ”€ πŸ’¬ Social: 12 mentions (Bullish) β”œβ”€ πŸ“Š Volume: $2,500k | Buy pressure: 73% └─ πŸ”₯ Patterns: whale_buying_new, pump_detected

πŸ“ˆ TRENDING TOKENS ──────────────────────────────

πŸ”₯ $WIF (Score: 28) β”œβ”€ Whale: 🟒 Accumulating β”œβ”€ Social: 45 mentions (T:23 R:22) β”œβ”€ DEX: 68% buy pressure | $1,200k vol └─ Change: +15.3% (24h)

πŸ“Š INTELLIGENCE SUMMARY β”œβ”€ Signals Analyzed: 23 β”œβ”€ Tokens Tracked: 15 β”œβ”€ Alpha Opportunities: 3 └─ High Priority: 8 πŸ”§ Quick Start Guide 1️⃣ Basic Setup (10 minutes)

-- Get Etherscan API key (etherscan.io/apis) -- Create Telegram bot (@BotFather) -- Get OpenAI API key (platform.openai.com) -- Import workflow into n8n -- Configure credentials in each node

2️⃣ Customize Configuration

-- Edit "Load Configuration" node -- Add your target tokens to hotTokens -- Add whale wallets to vipWallets -- Adjust thresholds for sensitivity

3️⃣ Test & Deploy

-- Execute workflow manually to test -- Check Telegram for formatted alerts -- Enable schedule trigger (runs every 30 minutes)

🎯 Who This Is For

βœ… Perfect For:

  • Active Crypto Traders seeking early signals
  • DeFi Researchers tracking protocol developments
  • Whale Watchers following smart money
  • Alpha Hunters looking for pre-pump opportunities
  • Risk Managers needing exploit warnings

❌ Not Ideal For:

  • Complete crypto beginners
  • Set-and-forget investors
  • Those wanting guaranteed profits

πŸ›‘οΈ Risk Disclaimer

This tool provides information and analysis only. It does not guarantee profits and all crypto investments carry significant risk. The system is designed to help you make informed decisions, but you should:

  • Always do your own research (DYOR)
  • Never invest more than you can afford to lose
  • Understand that past performance doesn't predict future results
  • Be aware that whale movements can be deceptive

πŸ†˜ Support & Community

Support is available on the Discord channel

βœ… Complete setup documentation βœ… Troubleshooting guide βœ… Configuration examples

πŸ“šCommunity Resources

πŸ’¬ Discord community access πŸ”„ Regular workflow updates πŸ’‘ Strategy sharing with other users

⚑ Get Started Today

Transform your crypto trading with professional-grade intelligence. This system has been refined through months of testing and real-world usage. Ready to spot the next alpha opportunity before everyone else?

N8N Link to get you started

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Reddit Crypto Scanner

Type / Role
n8n-nodes-base.reddit - reddit
Config choices
Version 1

Block 2 - Format for Telegram

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 3 - Should Send Message?

Type / Role
n8n-nodes-base.if - if
Config choices
Version 2

Block 4 - Load Configuration1

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 5 - Fetch Whale Moves1

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.1

Block 6 - Advanced Filtering & Pattern Detection1

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 7 - AI Alpha Analysis1

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 1.4

Block 8 - Send to Telegram1

Type / Role
n8n-nodes-base.telegram - telegram
Config choices
Version 1.2

Block 9 - Split Out

Type / Role
n8n-nodes-base.splitOut - splitOut
Config choices
Version 1

Block 10 - Loop Over Items

Type / Role
n8n-nodes-base.splitInBatches - splitInBatches
Config choices
Version 3

Block 11 - Reddit Aggregate

Type / Role
n8n-nodes-base.aggregate - aggregate
Config choices
Version 1

Block 12 - Whale Aggregate

Type / Role
n8n-nodes-base.aggregate - aggregate
Config choices
Version 1

Block 13 - DexScreener My Tokens Monitor

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.1

Block 14 - Discover Trending Tokens

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.1

Block 15 - Discover New Tokens

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.1

Block 16 - Merge

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.2

Block 17 - Get Tweets

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 18 - Schedule Trigger

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.2

Block 19 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 20 - Setup Checklist

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 21 - How It Works

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 22 - Troubleshooting

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 23 - Customization Guide

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 24 - Understanding Alerts

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Showing the first 24 of 38 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Crypto alpha scanner with OpenAI - on-chain and social alerts to Telegram
Complexity advanced
Nodes 38
Categories Crypto Trading, AI Summarization
Author Luka Zivkovic
Published 03 Jul 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/5632/5632.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Crypto alpha scanner with OpenAI - on-chain and social alerts to Telegram do?

What This Does This n8n workflow is a comprehensive crypto intelligence system that monitors multiple data sources simultaneously to identify alpha opportunities, whale movements, and emerging t...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Crypto Trading, AI Summarization use case.