Evaluating the viral potential of video ideas with Claude’s scoring system
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Learn the technique of using Claude as a critic to score each idea from 1-10 based on hook strength, emotional resonance, and algorithmic fit.
Pre-Production Validation Strategy
Don't jump straight into production the moment you get an AI-generated idea. Use Claude as a 'critic' to filter for ideas with a higher probability of going viral to save production time.
Balancing Content & Algorithm
Winning ideas typically have an average score of 9.0 or higher. If Claude gives a high score to an idea that feels 'cringe', don't discard it immediately; modify the content while keeping the original hook format and structure.
Optimizing AI Video Tools
Once you have the best idea, make sure to ask Claude to make it 'Sora 2 optimized' (or for other AI video tools) so that the resulting visual prompts fully utilize the AI model's maximum capabilities.