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Analyze crypto news sentiment for any token with GPT-4o and Telegram alerts

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Open on n8n.io

Important notice

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

1. Workflow Overview

A sentiment intelligence sub agent for the Binance Spot Market Quant AI Agent . It aggregates crypto news from major sources, filters by token keyword (e.g., BTC, ETH), and produces a Telegram read...

Best for

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

Tools used

@n8n/n8n-nodes-langchain.lmchatopenai, n8n-nodes-base.set, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.rssfeedread, n8n-nodes-base.merge, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.openai, n8n-nodes-base.stickynote

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Don Jayamaha Jr.

Original n8n.io source

1.1 Workflow description

Title
Analyze crypto news sentiment for any token with GPT-4o and Telegram alerts
Workflow name
Analyze crypto news sentiment for any token with GPT-4o and Telegram alerts

A sentiment intelligence sub-agent for the Binance Spot Market Quant AI Agent. It aggregates crypto news from major sources, filters by token keyword (e.g., BTC, ETH), and produces a Telegram-ready summary including market sentiment and top headlines—powered by GPT-4o.

🎥 Live Demo:


🛠️ Workflow Function

This tool performs the following steps:

🔧 Step 📌 Description
Webhook Input Accepts { "message": "symbol" } via HTTP POST
Crypto Keyword Extractor GPT model extracts the valid crypto symbol (e.g., "SOL", "DOGE", "ETH")
RSS News Aggregators Pulls latest headlines from 9+ crypto sources (CoinDesk, Cointelegraph, etc.)
Merge & Filter Articles Keeps only articles containing the specified token
Prompt Builder Creates prompt for GPT with filtered headlines
GPT-4o Summarizer Summarizes news into 3-part response: Summary, Sentiment, Headline Links
Telegram Formatter Converts GPT output into a Telegram-friendly message
Response Handler Returns formatted message to the caller via webhook

📥 Webhook Trigger Format

{
  "message": "ETH"
}

This triggers a full execution of the workflow and returns output like:

📣 ETH Sentiment: Neutral

• BlackRock’s tokenized fund expands to Ethereum mainnet (CoinDesk)  
• Ethereum fees remain high, analysts call for L2 migration (NewsBTC)  
• Vitalik warns about centralized risks in staking (Cointelegraph)

📚 Installation Guide

1. Import & Enable

  • Load the .json into your n8n Editor
  • Enable webhook trigger in the top-right corner
  • Ensure it's reachable via POST /webhook/custom-path

2. Required Credentials

  • OpenAI API Key (GPT-4o capable)
  • No API keys required for RSS feeds

3. Connect to Quant Agent

  • Add an HTTP Request node in your main AI agent
  • Point to this workflow's webhook with body { "message": "symbol" }
  • Capture the response to include in your Telegram output

🔍 Real Use Cases

Scenario Result
BTC Sentiment before a key event Returns 8–12 filtered articles with bullish/neutral/bearish tone
Daily pulse for altcoins like DOGE Shows relevant headlines, helpful for intraday trading setups
Telegram chatbot integration Enables user to query sentiment via /sentiment ETH
Macro context for Quant AI outputs Adds emotional/news context to technical-based trade decisions

🧾 Licensing & Attribution

© 2025 Treasurium Capital Limited Company Architecture, prompts, and trade report structure are IP-protected. No unauthorized rebranding or resale permitted.

🔗 For support: LinkedIn – Don Jayamaha

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 - OpenAI Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 2 - Set Query

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 3 - Crypto News & Sentiment Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 1.8

Block 4 - RSS Cointelegraph

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 5 - RSS Bitcoinmagazine

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 6 - RSS Coindesk

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 7 - RSS Bitcoinist

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 8 - RSS Newsbtc

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 9 - RSS Cryptopotato

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 10 - RSS 99bitcoins

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 11 - RSS Cryptobriefing

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 12 - RSS Crypto.news

Type / Role
n8n-nodes-base.rssFeedRead - rssFeedRead
Config choices
Version 1.1

Block 13 - Merge All Articles

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.1

Block 14 - Filter by Query

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

Block 15 - Build Prompt

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

Block 16 - Summarize News & Sentiment (GPT-4o)

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 1.8

Block 17 - Prepare Telegram Message

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 18 - Sticky Note3

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

Block 19 - Sticky Note4

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

Block 20 - Sticky Note5

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

Block 21 - Sticky Note6

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

Block 22 - Sticky Note7

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

Block 23 - Sticky Note8

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

Block 24 - Webhook

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

Showing the first 24 of 28 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Analyze crypto news sentiment for any token with GPT-4o and Telegram alerts
Complexity advanced
Nodes 28
Categories Crypto Trading, AI Summarization
Author Don Jayamaha Jr
Published 06 Jun 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/4740/4740.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 Analyze crypto news sentiment for any token with GPT-4o and Telegram alerts do?

A sentiment intelligence sub agent for the Binance Spot Market Quant AI Agent . It aggregates crypto news from major sources, filters by token keyword (e.g., BTC, ETH), and produces a Telegram read...

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.