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Licensed Content Exposure: Risk Assessment
Licensed content exposure measures the percentage of a channel's videos that YouTube has flagged as containing licensed or copyrighted material through its Content ID system. When a video contains music, clips, or other media that matches a rights holder's reference file, YouTube applies a Content ID
Tag Utilization and Discoverability
Tag utilization measures the percentage of a channel's videos that use five or more tags. Tags are metadata keywords that creators assign to their videos to help YouTube understand and categorize the content. While YouTube's algorithm has evolved to rely more heavily on titles, descriptions, and
Evergreen Content: The Long Tail of Value
Evergreen ratio measures the share of a channel's total views that come from videos published more than 12 months ago. It distinguishes between channels that depend on a constant stream of new uploads to maintain viewership and those whose older content continues to attract audiences long after publication.
Upload Frequency and Channel Health
Upload frequency measures the average number of videos a channel publishes per month, calculated over a trailing 12-month period. It captures the operational rhythm of a channel: how consistently the creator produces and releases content. Consistency in uploading is one of the strongest predictors of sustained channel performance. YouTube'