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AI-Powered automated news (stock, economy...) collector with expert comment

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AI-Powered automated news (stock, economy...) collector with expert comment 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 is This Workflow? V2 (2026) available! An intelligent, fully automated news aggregation system that collects articles from multiple sources (RSS feeds + Google Search), uses AI to classify and...

Best for

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

Tools used

n8n-nodes-base.stickynote, n8n-nodes-base.splitout, n8n-nodes-serpapi.serpapi, n8n-nodes-base.code, n8n-nodes-base.aggregate, @n8n/n8n-nodes-langchain.textclassifier, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.scheduletrigger

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Nguyễn Thiệu Toàn (Jay Nguyen).

Original n8n.io source

1.1 Workflow description

Title
AI-Powered automated news (stock, economy...) collector with expert comment
Workflow name
AI-Powered automated news (stock, economy...) collector with expert comment

What is This Workflow?

V2 (2026) available! An intelligent, fully automated news aggregation system that collects articles from multiple sources (RSS feeds + Google Search), uses AI to classify and summarize the most important stories, then delivers a professional HTML email report with expert commentary.


Contact to customize this workflow for your business: [email protected]

Use Cases:

📈 Financial Markets: Stock news, economic indicators, market analysis 📰 Industry News: Tech, healthcare, real estate, etc. 🌍 Regional Updates: Country-specific news, local events 🏢 Corporate Intelligence: Competitor monitoring, industry trends 🎓 Academic Research: Paper aggregation, research updates ⚡ Crisis Monitoring: Breaking news, emergency alerts

Key Features:

Multi-Source Collection: RSS feeds + Google Search API (expandable) ✅ AI Classification: Auto-categorizes articles by topic (e.g., stock market, economy) ✅ AI Summarization: Selects top 15 stories, groups by region, adds expert insights ✅ Professional Email: Finance-themed HTML design with structured tables ✅ Data Table Storage: Central repository with auto-cleanup (3-day retention) ✅ Duplicate Prevention: Link-based deduplication ✅ Cost Optimized: GPT-4.1 Nano for classification, Gemini Flash for summarization ✅ Fully Customizable: Topics, languages, sources, schedules, styling—all flexible


How It Works

1. News Collection

  • Gather updates from multiple sources (RSS feeds, keyword searches).
  • Standardize format (title, link, snippet, date, source, tag).
  • Store in a central table with duplicate prevention.

2. AI Processing & Analysis

  • Classify articles into categories (e.g., Stock Market, Economy).
  • Summarize top items per category and region.
  • Add short expert-style commentary for context.
  • Output structured JSON with title, content, insights, and links.

3. Email Generation & Delivery

  • Merge summaries into professional tables.
  • Apply finance-themed design (Navy Blue, Gold, Green).
  • Include header (date + “Daily Executive Briefing”) and footer attribution.
  • Send via Gmail with HTML body and subject line including date.

Requirements:

n8n Version: 1.113.0+ (for Data Table feature), 2.4.0+ for Auto Create Data Table (or you need to create manually).

APIs & Credentials:

  • SerpAPI: For Google Search (free tier available) - if you need to use Google Search source.
  • OpenAI API: GPT-4.1 Nano access
  • Google Gemini API: Gemini Flash access
  • Gmail OAuth2: For sending emails

Optional:

  • Custom RSS feeds (public, no auth required)

Cost Optimization:

API Usage per Day:

  • SerpAPI: 2-4 searches (free tier: 100/month)
  • OpenAI: 50 classification calls ($0.01)
  • Gemini: 2 summarization calls ($0.005)
  • Total: < $0.02/day (~$0.60/month)

Cost Reduction Tips:

  • Use free Gemini tier (2M tokens/day)
  • Batch classification (reduce API calls)
  • Adjust article limits (fewer = cheaper)
  • Use Claude Haiku instead of GPT-4.1 Nano (even cheaper)

Customization & Support:

🎁 FREE Workflow Customization Need to adapt this workflow for your specific use case? Contact the author for FREE basic customization:

  • Change topics/categories/languages
  • Adjust sources and schedules
  • Modify email styling
  • Simple logic changes
  • Lifetime free updates and bug fixes

📧 Email: [email protected]

💼 Paid Advanced Support (~$15-30 USD) For complex customization + full setup + additional features:

  • Multi-language support with auto-translation
  • Advanced AI analysis (sentiment, trends, predictions)
  • Integration with Slack/Discord/Teams
  • Custom web dashboard
  • Database integration (PostgreSQL, MongoDB)
  • Webhook integrations
  • Custom reporting formats (PDF, Slack cards, etc.)

Author: Nguyen Thieu Toan (Jay Nguyen)
n8n Profile: n8n.io/creators/nguyenthieutoan
Status: n8n Verified Creator
Website: nguyenthieutoan.com


Version History:

v2.0 (Current)

  • Multi-source collection (RSS + Google Search)
  • AI-powered classification & summarization
  • Professional HTML email generation
  • Data Table storage with auto-cleanup
  • Fully customizable architecture

Related Workflows:

🔗 Browse more workflows by Jay Nguyen:
n8n.io/creators/nguyenthieutoan

Similar Templates:

  • Social Media Content Aggregator
  • Competitor Monitoring System
  • Research Paper Digest Generator
  • Breaking News Alert System

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 - Sticky Note

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

Block 2 - Sticky Note - Google Search

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

Block 3 - Split Keywords

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

Block 4 - Google Search News

Type / Role
n8n-nodes-serpapi.serpApi - serpApi
Config choices
Version 1

Block 5 - Split News Results

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

Block 6 - Create isoDate for News

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

Block 7 - Split Analysis Results1

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

Block 8 - Aggregate All Articles1

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

Block 9 - AI: Classify Finance/Insurance1

Type / Role
@n8n/n8n-nodes-langchain.textClassifier - textClassifier
Config choices
Version 1.1

Block 10 - JSON Parser: Summary1

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.3

Block 11 - Daily RSS Trigger (7.55AM)2

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.3

Block 12 - Get title+link

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

Block 13 - Aggregate All Articles2

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

Block 14 - JSON Parser: Summary2

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.3

Block 15 - Build Email HTML

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

Block 16 - Build HTML Table2

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

Block 17 - Merge1

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

Block 18 - Insert to News Collection

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

Block 19 - Set keywords

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

Block 20 - Daily RSS Trigger (7:30AM)

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.3

Block 21 - Split Analysis Results2

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

Block 22 - Send Report Email

Type / Role
n8n-nodes-base.gmail - gmail
Config choices
Version 2.2

Block 23 - OpenAI GPT 4.1 nano

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.3

Block 24 - Google Gemini Flash1

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

Showing the first 24 of 48 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow AI-Powered automated news (stock, economy...) collector with expert comment
Complexity advanced
Nodes 48
Categories Crypto Trading, AI Summarization
Author Nguyễn Thiệu Toàn (Jay Nguyen)
Published 12 Nov 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/10776/10776.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 AI-Powered automated news (stock, economy...) collector with expert comment do?

What is This Workflow? V2 (2026) available! An intelligent, fully automated news aggregation system that collects articles from multiple sources (RSS feeds + Google Search), uses AI to classify and...

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.