The Viral Idea Miner and AI Scriptwriter

Brief

🎯 Core Function: Automated Content Research, Trend Mining, and Full Script Generation

This workflow is an all-in-one content creation engine for YouTube and other video platforms. It analyzes what is already working in a niche by scraping existing video data (Transcripts, Comments, Descriptions). It then uses Gemini AI to synthesize this audience data, generate a completely new, high-potential video idea, and write the full, timestamped, ready-to-record script, saving the entire strategy directly to Google Sheets.

Part 1: BrowserAct Workflow Description

This core module performs a deep-dive content audit on successful videos:

Targeted Search:

The Agent takes two inputs: min_View (minimum view count to filter by) and Keyword.

It navigates to YouTube and performs a search for the specified keyword (e.g., "laptop repair tutorial").

In-Depth Video Extraction Loop:

The Agent enters a Loop List to iterate through the list of top-performing videos (implicitly filtered by the min_View setting).

For each video, the Agent executes specialized actions to extract hidden data:

Clicks "...more" to reveal the full video description.

Clicks "Show transcript" to load the complete, text-based script.

Data Capture: It extracts the video Link, Comments (to gauge audience sentiment/pain points), Description, and the full Transcript.

Part 2: Automation Integration with Make.com

The Make.com scenario handles the strategic decision-making and structured output generation:

Intelligent Trigger:

The workflow starts with a Telegram Bot trigger.

An initial filter and logic check determine if the user is simply chatting (false) or initiating a content creation request (e.g., "Write a script about laptop repair").

Keyword Generation:

If a request is detected, an AI node refines the user's input into precise search keywords for the BrowserAct module.

AI Script Generation (Gemini):

After the scraping is complete, the raw data (Transcripts, Comments, Descriptions of competing videos) is sent to a specialized Gemini AI node, prompted as an "Expert Content Strategist."

Analysis & Synthesis: The AI analyzes the scraped data to understand audience demand (from comments) and content delivery (from transcripts).

Structured Output: The AI generates a complex JSON array that contains:

The New Viral Video Idea Name (in the first object).

A complete, multi-section script with Titles and precise Timestamps for every line of dialogue.

Structured Strategy Log:

The JSON output is parsed by an Iterator and saved row-by-row into Google Sheets. This creates a professional, ready-to-use content calendar or script database for the video editor/creator.

✨ Applicable Scenarios (Use Cases)

Content Creator Strategy: Automate the ideation process by finding topics that resonate with your existing audience, guaranteeing higher view potential.

Competitor Content Gaps: Analyze a competitor's successful videos and their viewer comments to find pain points or unaddressed topics, which you can turn into your next video.

SEO & Transcript Optimization: Generate SEO-optimized, timestamped scripts instantly, significantly speeding up the production pipeline.

Podcast/Voiceover Production: Use the generated timestamped script directly as a guide for recording, ensuring efficient recording and synchronization.