Playlist Intelligence & Binge-Watching Optimizer

Audit & Optimize YouTube Playlists For Maximum Binge Sessions

Algorithmic audit for your channel's playlists. Discover neglected orphaned videos, reorder episode sequences to engineer binge-watching loops, and maximize average session duration and audience retention.

Binge Session Multiplier
Orphaned Videos Radar
Smart Sequence Reordering
Session Duration Health
100% Derived Analytics Compliant with YouTube API Policies (Section III.E.2)

Binge Loops Engineering

Smart algorithm analyzing drop-off points between videos to convert casual viewers into long binge sessions.

Orphaned Videos Radar

Automatic discovery of high-performing videos on your channel that are missing from all playlists and losing cumulative views.

Drop-off Prevention Radar

Predicts viewer drop-off probability after episode 1 or 2 and suggests the optimal hook video to keep viewers engaged.

Smart Algorithmic Reordering

Reschedules playlist videos based on retention performance and engagement velocity rather than simple publication dates.

SEO Metadata Completeness

Audits titles and playlist descriptions for search alignment to ensure page-one placement in YouTube search.

Smart Topic Clustering

Automatically clusters related orphaned videos into high-converting masterclass series and playlist blueprints.

{{ fetchStatusText }}
{{ fetchProgressPct }}%
{{ t('kpi_total_playlists') }}
{{ summary.totalPlaylists }} {{ summary.healthTiers.optimized }} {{ t('lbl_optimized') }}
{{ summary.healthTiers.critical }} {{ t('lbl_critical') }} {{ summary.healthTiers.warning }} {{ t('lbl_warning') }} {{ summary.healthTiers.good }} {{ t('lbl_good') }}
{{ t('kpi_catalog_coverage') }}
{{ summary.coveragePct }}% {{ summary.totalVideos - summary.orphanedCount }} / {{ summary.totalVideos }}
{{ summary.orphanedCount }} {{ t('desc_orphaned_note') }}
{{ t('kpi_avg_binge_rate') }}
{{ summary.avgBingeRate }} {{ t('lbl_vids_per_session') }}
{{ t('desc_binge_stat') }} ({{ summary.avgSessionDuration }} {{ t('lbl_avg_time') }})
{{ t('kpi_global_score') }}
{{ summary.globalScore }}/100 {{ getScoreLabel(summary.globalScore) }}
{{ t('chart_binge_title') }} {{ t('chart_binge_sub') }}
{{ t('ai_binge_strategy_title') }}: {{ t('ai_binge_strategy_desc') }}
{{ t('chart_library_title') }} {{ summary.coveragePct }}% {{ t('lbl_covered') }}
{{ t('lbl_in_playlists') }}: {{ summary.totalVideos - summary.orphanedCount }}
{{ t('lbl_orphaned') }}: {{ summary.orphanedCount }}

{{ t('table_playlists_title') }}

{{ filteredPlaylists.length }} {{ t('lbl_playlists') }}
{{ t(s.key) }}
#{{ t('col_playlist_name') }} {{ t('col_videos') }} {{ t('col_binge_rate') }} {{ t('col_health_status') }}{{ t('col_ai_action') }}
#{{ (currentPage - 1) * pageSize + idx + 1 }}
Playlist
{{ pl.title }} {{ t('lbl_updated') }}: {{ pl.publishedAt }}
{{ pl.itemCount }} {{ t('lbl_videos_short') }}
{{ pl.bingeRate }} ({{ pl.avgSessionDuration }})
{{ getStatusLabel(pl.healthStatus) }} {{ getSeoMetaLabel(pl.seoMetaStatus) }}

{{ t('empty_no_playlists_found') }}

Playlist
{{ getStatusLabel(pl.healthStatus) }}

{{ pl.title }}

{{ t('col_videos') }} {{ pl.itemCount }}
{{ t('col_binge_rate') }} {{ pl.bingeRate }}
{{ t('lbl_avg_time') }} {{ pl.avgSessionDuration }}

{{ t('orphaned_hub_title') }}

{{ t('orphaned_hub_desc') }}

{{ orphanedVideos.length }} {{ t('lbl_orphaned_videos') }}
{{ cluster.videoCount }} {{ t('lbl_videos_short') }}

{{ cluster.suggestedTitle }}

{{ cluster.rationale }}

{{ t('lbl_view_all_orphaned') }} ({{ orphanedVideos.length }})
Thumbnail
{{ vid.title }}
{{ formatCount(vid.views) }} {{ t('lbl_views') }} {{ vid.suggestedCluster }}
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