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IdeaRoast Analysis

Q:A generative AI model that creates infinitely long, coherent video content by breaking through traditional length limitations. SkyReels V2 enables fil...

The Roast

"You've built a technically impressive infinite-length video generation model and then decided to monetize it by... letting people play with it for free on a playground? That's like spending $2M on a Ferrari and using it as a decorative lawn ornament."

Reality Check

Market Saturation
9/10
Skill Match
9/10
Time Realism
3/10
Revenue Potential
2/10

💀 Why This Fails

  • No clear monetization model — playground access doesn't pay bills
  • Competing directly with OpenAI, Google, Anthropic with unlimited compute budgets
  • Infrastructure costs (GPU inference) will cannibalize any revenue before you scale

The Pivot

Position SkyReels-V2 as a white-label API for specific high-margin verticals (e.g., AI-generated short-form ads for e-commerce, procedurally generated game cinematics, or marketing agencies creating personalized video content at scale). Charge per-minute generated, not per playground click. Start with 3-5 enterprise pilots to validate willingness-to-pay.

Current Idea
2/10 — Cool demo, zero business
Pivoted Idea
7/10 — Enterprise SaaS plays to your moat