AI-Powered Facebook Post Analysis & Alerts via Telegram

Transform your Facebook page monitoring into an intelligent, automated system that detects toxic content and provides AI-powered assistance through Telegram. This n8n workflow combines automated Facebook scraping, AI content analysis, and interactive chatbot functionality to keep your community management proactive and informed.

What this workflow does

This comprehensive automation runs on dual triggers to maximize efficiency. Every 3 hours, the Apify Facebook Scraper automatically collects new posts from your specified Facebook pages, normalizes the data, and stores it in an n8n Data Table to prevent duplicate processing. Each post undergoes intelligent safety analysis where Google Gemini AI evaluates both text content and downloaded images, considering user reactions to flag content as "Safe" or "Toxic".

Simultaneously, the workflow operates an interactive Telegram chatbot powered by an AI Agent that maintains conversation memory through MongoDB integration. The bot can handle operational queries and research tasks using SerpAPI, making it your intelligent assistant for community management decisions.

Use cases

• Brand reputation management: Monitor corporate Facebook pages for inappropriate user-generated content that could damage brand image
• Community moderation: Track multiple Facebook groups or pages for toxic behavior, hate speech, or policy violations
• Crisis prevention: Receive instant Telegram alerts about potentially harmful content before it spreads
• Social media compliance: Ensure Facebook content meets industry regulations or community guidelines
• Multi-page monitoring: Scale oversight across numerous Facebook properties from a single automated system

Technical details

Built with enterprise-grade n8n nodes including Telegram triggers, Schedule triggers, MongoDB for data persistence, Google Gemini AI integration, and Apify Facebook Scraper. The workflow utilizes set, code, merge, filter, and aggregate nodes for robust data processing. Safety reports are formatted using Telegram HTML and delivered directly to admin inboxes for immediate action.