50+ Source News Scraper Bot

Fifty outlets. Filtered in seconds.

Tri-modal automated scraping, LLM filtration, and translation across 50+ news portals into Telegram.

Multi-source news scraper. Built with Puppeteer / HTML/JS Scraping / n8n / Telegram API / OpenAI API

Tri-modal automated news scraping architecture in n8n processing RSS, JavaScript, and HTML sources into Telegram broadcasts — Actual n8n workflow

Behind the build.

The problem

Monitoring breaking developments across 50+ industry news portals required continuous manual checking across varying single-page applications, dynamic JavaScript, and RSS feeds.

What I built

Engineered an automated scraping engine in n8n leveraging Puppeteer headless browser navigation for JavaScript-rendered sites, direct HTTP HTML parsing, and RSS ingestion. All articles feed into an LLM analysis stage for semantic deduplication and Arabic translation before broadcasting to Telegram.

The result

Production-ready automated intelligence pipeline delivering curated news summaries in real time, eliminating manual daily monitoring.

Need something like this?

Tell me where the work gets stuck. Let’s figure out what we can build.

Let’s talk