Stage 04 — Content
Discover Content Patterns
Statistically validated clustering reveals what content works and why.
Discover Content Patterns
Visual • Audio • Semantic • Performance
- Visual signals from keyframes and scene composition
- Audio signals from speech and sound classification
- Semantic signals from captions and hashtags
- Performance correlation with engagement metrics
Clustering Pipeline
- Stage 1: Major content themes (100+ videos)
- Stage 2: Micro-patterns (50+ videos)
- Stage 3: Ultra-micro niches (15+ videos)
- Noise recovery via k-NN assignment
What You Learn
- Your core content pillars
- Hidden patterns you didn't know existed
- What differentiates high vs low performers
- Gaps and opportunities in your strategy
What You Can Do
01
Identify your strongest content pillars
02
Discover content gaps and new opportunities
03
Replicate what works across accounts
04
Brief creators with data-backed themes
Coming Soon
Coming Soon
Trend Prediction
AI identifies rising content patterns before they peak.
Coming Soon
Competitive Benchmarking
Compare your content strategy against any competitor.