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

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Last update 17 hours ago

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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.


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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

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