π± AI newsletter builder: Crawl sites with Dumpling AI, summarize with GPT-4o
β‘ 4,719 views Β· π± Social Media & Email Marketing
π‘ Pro Tip β HTTP Request scraping tends to break when sites update their markup. If youβre scraping a major platform, check if ScraperNode covers it β it has maintained scrapers for LinkedIn, Instagram, TikTok, YouTube, and 20+ other platforms that return structured data.
Description
Who is this for?
This workflow is built for newsletter writers, marketers, content creators, or anyone who curates and summarizes web articles. Itβs especially helpful for virtual assistants and founders who need to quickly turn web content into digestible, branded newsletters using AI.
What problem is this workflow solving?
Manually reading, summarizing, and formatting multiple articles into a newsletter takes time and focus. This workflow automates the process using Dumpling AI for crawling, GPT-4o for summarization, and Gmail for deliveryβso you can go from raw URLs to a polished email in minutes.
What this workflow does
- Starts manually (can also be scheduled)
- Reads a list of article URLs from Google Sheets
- Sends URLs to Dumpling AI to crawl and extract content
- Splits each article into a single item for processing
- Uses a Code node to clean and structure article data
- Uses an Edit Fields node to merge articles into one JSON block
- GPT-4o summarizes and generates HTML content for the newsletter
- Sends the formatted newsletter via Gmail
Setup
-
Google Sheets
- Create a sheet with a column (A) for article URLs
- Update the
Read URLs from Google Sheetnode to use your Sheet ID and tab name - Connect your Google account in the credentials
-
Dumpling AI
- Sign up at https://app.dumplingai.com
- Create an agent for web crawling under
/crawl - Add your Dumpling API key in the HTTP headers of the
Crawl Content with Dumpling AInode
-
Split Node
- Breaks apart the array of articles from Dumpling AI so each article is processed individually
-
Code Node
- Structures each article as JSON with
title,url, and cleanedtextcontent
- Structures each article as JSON with
-
Edit Fields Node
- Gathers all structured articles back into a single JSON array to prepare for AI summarization
-
OpenAI (GPT-4o)
- Processes the article list and returns a formatted subject line and HTML newsletter content
-
Gmail
- Connect your Gmail account to send the AI-generated newsletter to your inbox or team
- Update the recipient field in the
Send HTML Email via Gmailnode
How to customize this workflow to your needs
- Replace the manual trigger with a
Schedulenode to send newsletters weekly - Modify the GPT-4o prompt to change tone (e.g., more professional, funny, casual)
- Add filtering logic to skip low-value articles
- Connect Slack, Airtable, or Notion for internal team usage
- Change Gmail to SendGrid or Outlook if preferred
Final Notes
This workflow uses:
- Dumpling AI
/crawlendpoint to extract article content - Split, Code, and Edit Fields nodes to format multi-article input
- GPT-4o for summarization and HTML formatting
- Gmail for delivery
This setup eliminates manual steps and delivers fast, consistent newsletters powered by AI.
π Nodes Used
Google Sheets, HTTP Request, Gmail, OpenAI
π₯ Import
Download workflow.json and import into n8n:
Workflow menu β Import from File