π TechCrunch AI article scraper & classifier with GPT-4.1-nano to sheets & Telegram
β‘ 1,475 views Β· π Market Research & Insights
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
How it works
This workflow scrapes the latest Artificial Intelligence articles from TechCrunch, then processes and classifies the content using OpenAI and LangChain nodes. The final result is saved to Google Sheets and sent as a summary to a Telegram group.
Workflow Logic: Trigger: Schedules daily at 6AM Bangkok time.
Scraper: Extracts URLs and publish dates from TechCrunchβs AI category.
Filter: Only continues if the article is from yesterday (to avoid duplication).
Content Fetch: Downloads and extracts article body text.
AI Agent:
Summarizes the article in Thai.
Scores it using strict journalism criteria (max 100).
Categorizes the news into one of 9 predefined categories.
Output:
Saves all structured data to Google Sheets.
Sends a summary to a Telegram group.
Set up steps
π Estimated setup time: 10β15 minutes
Connect your credentials:
Google Sheets (OAuth2)
Telegram
OpenAI account (via LangChain model)
Update the Telegram chatId and Google Sheets documentId/sheetName values.
Deploy and activate the workflow. It runs daily without manual intervention.
π Nodes Used
Google Sheets, HTTP Request, Telegram, Schedule Trigger, AI Agent, OpenAI Chat Model
π₯ Import
Download workflow.json and import into n8n:
Workflow menu β Import from File