Managing content across multiple platforms like LinkedIn, Facebook, and Telegram manually is repetitive, time-consuming, and inconsistent in tone and formatting.
Content creators and professionals often struggle to:
Maintain platform-specific personalization
Post consistently
Avoid duplication of effort
There is a need for an automated, intelligent system that adapts content to each platform while maintaining efficiency.
This project is an AI-powered workflow automation system that:
Fetches content from a centralized Google Sheet
Uses AI to summarize and structure content
Personalizes the output for different platforms
Automatically publishes posts to LinkedIn, Facebook, and Telegram
Built using workflow automation tools and AI integration.
Google Sheets (Content Source) β¬ AI Summarizer Module β¬ Router (Platform-based branching) β¬ Platform Personalizer (LinkedIn / Facebook / Telegram) β¬ Auto Publishing
Make.com (Workflow Automation)
Google Sheets (Content Database)
AI Text Generation Modules
LinkedIn API Integration
Facebook Pages Integration
Telegram Bot API
Centralized content management
Platform-specific tone adjustment
Automated publishing
Reduced manual posting effort
Scalable multi-platform workflow
Saves time in content distribution
Ensures consistent branding
Reduces repetitive manual work
Demonstrates AI-driven automation capability
Designing logical workflow architecture
Using routers and branching in automation tools
Platform behavior differences
AI-assisted content structuring
Practical API integrations
Analytics tracking integration
Auto-scheduling optimization
Performance-based content variation
CRM integration
Below are real execution screenshots of the automation workflow:



