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Identify high-performing TikTok videos, extract viral hooks, and generate actionable content insights. Fetches videos from tracked accounts using Apify's TikTok Scraper, then applies statistical outlier detection to surface top performers Analyzes the top 5 outlier videos with AI to extract hook techniques, content structure, retention patterns, and CTA strategies Generates structured markdown reports ranking videos by engagement, mapping content patterns, and synthesizing replicable formulas for your own content Requires Apify and Gemini API credentials, plus a pre-configured list of TikTok accounts to monitor TikTok Research Research high-performing TikTok videos, identify outliers, and analyze top video content for hooks and structure. Prerequisites APIFY_TOKEN environment variable or in .env GEMINI_API_KEY environment variable or in .env apify-client and google-genai Python packages Accounts configured in .claude/context/tiktok-accounts.md
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