video-content-analyzer

Analyze short-form videos with Gemini AI to extract hooks, content structure, delivery style, and CTA strategies. Accepts outlier JSON from platform-specific research skills. Handles both formats: The script automatically maps platform-specific fields: TikTok Note : The Apify TikTok Scraper returns webVideoUrl (the TikTok page URL) rather than a direct video download URL. Gemini will attempt to analyze from this page URL. Returns JSON array with analysis for each video: The analyzer identifies these hook types: - GEMINI_API_KEY environment variable - google-genai and requests Python packages - Direct list: [{post1}, {post2}, ...] - Wrapped: {"outliers": [{post1}, {post2}, ...]} - pattern-interrupt - Breaks expected patterns - question - Opens with engaging question - bold-claim - Makes surprising statement - story-tease - Hints at compelling narrative - visual-shock - Striking visual opening - curiosity-gap - Creates information gap - direct-address - Speaks to specific audience - controversial-take - Polarizing opinion - relatable-pain - Targets common struggle - transformation-preview - Shows before/after - problem-solution - Present problem, offer fix - listicle - Numbered tips/items - story - Narrative arc - tutorial - Step-by-step how-to - before-after - Transformation reveal - day-in-life - Lifestyle content - reaction - Response to other content - hot-take - Opinion...