3-Step AI Workflow for Viral Short-Form Video

Sora 2 Prompt Optimization (Claude)

Ask Claude to research Sora 2's capabilities and optimize the top-rated concepts into detailed, Sora 2-ready prompts, specifying visual elements, spoken dialogue, and on-screen text.

Research (Perplexity/ChatGPT/Grok)

Use AI as a deep research agent to understand target audience psychology, viral content frameworks (e.g., contradiction hook, micro-tutorials, real numbers reveals), and content formats.

Concept Generation & Evaluation (Claude)

Feed research insights into Claude, prompting it to act as a social media strategist to brainstorm 10 scroll-stopping video concepts. Then, use Claude as an "evaluation agent" to rate each concept (1-10) based on hook strength, emotional/curiosity trigger, and algorithm fit (completion rate, shares, trend-friendliness).

Iterative Testing

Continuously generate, test, and refine video concepts and Sora 2 prompts based on performance and engagement data.

When to use this framework

When aiming to create highly engaging, viral short-form video content for marketing, audience building, or product promotion, leveraging advanced AI tools for ideation, scripting, and video generation.

Why: Viral video content achieving millions of views, building audience attention, and providing a "distribution moat" for startups and businesses.