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How it works


Phase 1: Niche Outlier Detection
Manually input 3 competitor channels and analyze their top 10 videos from the past 6 months to identify high-performing content patterns.

Phase 2: Weekly Broad Niche Trends
Runs automatically each week to gather trending videos from your broader niche and extract title and thumbnail strategies.

Phase 3: Daily Niche Insights
Tracks daily top-performing videos in your exact niche, analyzing titles, thumbnails, and packaging techniques.

Phase 4: Comment Analysis
Scrapes recent comments from your latest uploads to identify what your audience appreciates, dislikes, and requests more of.

Phase 5: Content Ideation
Uses niche insights and comment feedback to generate 3 fresh video ideas daily, complete with titles and thumbnail concepts.

The YouTube Strategist AI Agent is an end-to-end content intelligence system designed to help creators grow their YouTube channels through smart automation. Built using n8n, OpenAI, Apify, and Google Sheets, it replicates the daily work of a content strategist—automating research, analysis, and ideation.

ClientScience MagazineDateApril, 2024AuthorJim CarterShare