What is Outlier Ratio and Why It Predicts Viral Videos Better Than Views
Outlier ratio compares a video's views to that channel's average. A 14x outlier means the algorithm loved it. Here's why this signal is more valuable than raw view counts.
Strategies, data breakdowns, and creator insights.
Outlier ratio compares a video's views to that channel's average. A 14x outlier means the algorithm loved it. Here's why this signal is more valuable than raw view counts.
A video with 2M views uploaded 3 years ago tells you nothing. A video with 50K views uploaded 8 hours ago with 6,250 VPH tells you everything. Here's the difference.
TubeTarzan scans YouTube using 18 proven viral title structures. In this post we break down each pattern with real examples and explain why they work psychologically.
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