Diagnose why this video underperformed: Video details: - Title: {{title}} - Thumbnail description: {{thumbnail}} - Views: {{views}} (expected: {{expected_views}}) - CTR: {{ctr}} - Retention: {{avg_retention}} **Step 1: Traffic Source Analysis** Where did views come from? - If low browse: CTR problem - If low search: SEO problem - If low suggested: Retention problem **Step 2: CTR Diagnosis** If CTR is low ({{ctr}} vs benchmark): - Title weakness analysis - Thumbnail weakness analysis - Topic appeal assessment **Step 3: Retention Diagnosis** If retention is low ({{avg_retention}} vs benchmark): - Hook effectiveness - Content delivery issues - Pacing problems **Step 4: Root Cause Identification** Primary issue: Secondary issues: **Step 5: Fix Recommendations** - Immediate fixes (title/thumbnail swap) - Learnings for future videos - A/B test suggestions
Video Performance Diagnosis
U
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Systematically diagnose underperforming videos to identify root causes
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Details
Category
AnalysisUse Cases
Performance analysisVideo debuggingLearning from failure
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gpt-4oclaude-sonnet-4o1
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