The Vibe: A pre-publishing auditing tool for short-form video creators. It analyzes the first 3 seconds of a script or visual concept to predict viral potential before production begins.

Features to Build:

• Scrollytelling Preview: A mobile-mockup view where users type their opening line and see it overlaid on a dummy TikTok interface.
• Attention Heatmap (AI): A predictive visual overlay that guesses where a viewer's eye will focus on a thumbnail or opening frame.
• Competitor Swipe: Users input a keyword, and the app pulls the top 5 viral hooks from that niche for direct comparison.
• Tone Analyzer: A sentiment gauge that classifies the hook as "Controversial," "Educational," or "Emotional" and suggests pivots.
• Split-Test Generator: A button that takes one hook and automatically writes 3 alternative variations with different psychological triggers.