Random Walk Optimizer
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Optimize your title
Generates variations based on patterns from top performers
Run Random Walk
How it works
1. Learns positive patterns from outlier videos (z-score > 1.5)
2. Learns negative patterns from underperformers (z-score < -1)
3. Generates mutations of your title (numbers, hooks, reordering)
4. Uses Metropolis-Hastings random walk to explore title space
5. Returns highest-scoring alternatives with confidence metrics