This document provides detailed instructions on how to get this system up and running.
Built on Make.com, this powerful automation system helps you discover top-performing YouTube content and transform it into ready-to-film video scripts, all triggered by your selection of the most engaging videos! This streamlined system identifies winning content based on engagement metrics and generates video scripts with AI-powered analysis and writing assistance.
A powerful automation workflow at the system's core handles everything from content discovery to script creation, with AI assistants ensuring high-quality output.
The system scrapes targeted YouTube channels using Apify, analyzing performance metrics (views, likes) to identify winning videos. Results are stored in a structured Notion database for easy tracking.
The Apify Actor must be started manually based on the YouTube channels you want to scrape.
When a winning video is selected in Notion, the system automatically retrieves its full transcript for processing through specialized AI analysis.
Note that this process is also manual. You can decide which video is winning based on your point of view (more likes, more views, or something else).
The AI processes the transcript according to a strategic template, creating a comprehensive video script with: