ZenTrade your AI-powered rational stock trading advisor

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Important notice

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

1. Workflow Overview

This n8n template automates intraday trading insights by combining candlestick pattern analysis and news sentiment aggregation to suggest actionable Buy / Sell / Hold decisions across international...

Best for

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

Tools used

n8n-nodes-base.telegramtrigger, n8n-nodes-base.httprequest, n8n-nodes-base.merge, n8n-nodes-base.aggregate, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.googlegemini, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatgooglegemini

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title: ZenTrade your AI-powered rational stock trading advisor
Workflow name: ZenTrade your AI-powered rational stock trading advisor

This n8n template automates intraday trading insights by combining candlestick pattern analysis and news sentiment aggregation to suggest actionable Buy / Sell / Hold decisions across international stock markets.

Use cases

Automatically analyze stock trends using live candlestick data.
Aggregate real-time news sentiment to strengthen trading confidence.
Generate AI-backed Buy / Sell / Hold recommendations for traders.
Build an automated Telegram trading assistant or analytics bot.
Create a backend for AI-powered portfolio advisors or trading dashboards.

Good to know

This workflow integrates both market and news APIs, processes data intelligently, and leverages an AI model (Gemini or OpenAI) for trading recommendations. It runs smoothly on both n8n Cloud and self-hosted instances, and setup typically takes 10–15 minutes.

Requirements

n8n Cloud or self-hosted instance
TwelveData API key (for fetching OHLC & candlestick data) → twelvedata.com
NewsAPI.org key (for aggregating relevant stock news) → newsapi.org
AI model API key (Google Gemini or OpenAI) for sentiment reasoning
Telegram Bot Token (via @BotFather) for command input & output

Customising this workflow

Replace Telegram with Slack, Discord, or Notion for alternate alerts.
Integrate TradingView or Alpaca API for executing mock trades.
Modify the candlestick intervals (1m, 15m, 1h) or patterns as per strategy.
Add portfolio tracking or alert thresholds for advanced users.
Expand to cover crypto, forex, or commodities with minimal edits.

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 - Telegram Trigger

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

Block 2 - 15 min Interval

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

Block 3 - 1 min Interval

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

Block 4 - 1 hour Interval

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

Block 5 - Merge

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

Block 6 - Aggregate

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

Block 7 - Code in JavaScript

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

Block 8 - News Aggregator

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

Block 9 - Message a model

Type / Role: @n8n/n8n-nodes-langchain.googleGemini - googleGemini
Config choices: Version 1

Block 10 - Merge1

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

Block 11 - Aggregate1

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

Block 12 - AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 2.2

Block 13 - Google Gemini Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices: Version 1

Block 14 - Send a text message

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

Block 15 - Account Check

Type / Role: n8n-nodes-base.switch - switch
Config choices: Version 3.3

Block 16 - Sticky Note

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

Block 17 - Sticky Note1

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

Block 18 - Sticky Note2

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

Block 19 - Sticky Note3

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

Block 20 - Sticky Note4

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

Block 21 - Sticky Note5

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

Block 22 - Sticky Note6

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

3. Summary Table

Workflow	ZenTrade your AI-powered rational stock trading advisor
Complexity	advanced
Nodes	22
Categories	Crypto Trading, AI Summarization
Author	Paul Abraham
Published	08 Nov 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/10630/10630.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

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

Download workflow JSON Original n8n.io source Crypto Trading workflows AI Summarization workflows

Frequently asked questions

What does ZenTrade your AI-powered rational stock trading advisor do?

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.

Paul Abraham

11 workflows

Nodes

n8n-nodes-base.telegramtrigger n8n-nodes-base.httprequest n8n-nodes-base.merge n8n-nodes-base.aggregate n8n-nodes-base.code @n8n/n8n-nodes-langchain.googlegemini @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.lmchatgooglegemini

Complexity

advanced

Published 08 Nov 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/10630/10630.json

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ZenTrade your AI-powered rational stock trading advisor

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

This n8n template automates intraday trading insights by combining candlestick pattern analysis and news sentiment aggregation to suggest actionable Buy / Sell / Hold decisions across international stock markets.

Requirements

Customising this workflow

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Telegram Trigger

Block 2 - 15 min Interval

Block 3 - 1 min Interval

Block 4 - 1 hour Interval

Block 5 - Merge

Block 6 - Aggregate

Block 7 - Code in JavaScript

Block 8 - News Aggregator

Block 9 - Message a model

Block 10 - Merge1

Block 11 - Aggregate1

Block 12 - AI Agent

Block 13 - Google Gemini Chat Model

Block 14 - Send a text message

Block 15 - Account Check

Block 16 - Sticky Note

Block 17 - Sticky Note1

Block 18 - Sticky Note2

Block 19 - Sticky Note3

Block 20 - Sticky Note4

Block 21 - Sticky Note5

Block 22 - Sticky Note6

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions