Telegram bot scrapes web pages and sends AI summaries o

This automation enables fast extraction of structured summaries from web content via Telegram, eliminating manual reading. Upon user request, it triggers page scraping, processes content using a Google Gemini-powered LLM chain, and returns the result as a downloadable file. Ideal for data collection, content monitoring, and site analysis.

## Who it´s for
- Analysts gathering information from web pages
- Marketers monitoring competitor websites
- Researchers automating data collection
- Content editors needing quick summaries
- Owners of Telegram bots with parsing functionality

## What the automation does
- User sends a message in Telegram with a URL and number of pages to process
- System extracts content via Web Scraping API (/scrape or /crawl)
- Data is passed to a LangChain chain powered by Google Gemini for summarization
- Result is converted into a file (e.g., .txt or .md)
- File is sent back to the user in Telegram

## What´s included
- Ready-to-use n8n workflow
- Trigger handling logic from Telegram
- Integrations with Telegram Bot API, Web Scraping API, and Google Gemini
- Basic text instructions for setup and adaptation

## Requirements for setup
- n8n account with workflow execution access
- Telegram Bot Token
- API key for a web scraping service supporting /scrape and /crawl endpoints
- API key for Google Gemini

## Benefits and outcomes
- Saves time on manual content collection and analysis
- Automatically generates structured summaries from long texts
- Accelerates competitor website monitoring
- Supports multi-page processing in a single request
- Simple interaction interface via Telegram
- Scalable solution for regular data gathering

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.