Playback behavior monitoring
- Tracks when users play, pause, rewind, or skip content during viewing.
- Measures completion rates of movies, episodes, or series.
- Detects drop-off points to identify where viewers lose interest.
- Records fast-forwarding through intros, ads, or credits.
- Analyzes replays of favorite scenes or frequently viewed segments.
Session-level activity tracking
- Captures login frequency and session duration across devices.
- Measures time spent browsing versus actual viewing.
- Logs peak usage hours and preferred content time slots.
- Identifies binge-watching behavior across multiple episodes.
- Distinguishes between short-session mobile use and long-session TV viewing.
Interaction with recommendations
- Tracks clicks on promoted thumbnails and carousels.
- Records response to personalized suggestions and “Because you watched” rows.
- Measures trailer views and conversion to full-length playback.
- Evaluates responsiveness to auto-play and next-episode prompts.
- Assesses influence of trending or featured content banners.
Device and location analytics
- Monitors engagement across mobile, smart TV, desktop, and tablet usage.
- Detects content accessed during travel, home viewing, or late-night hours.
- Collects IP and GPS data to analyze regional engagement patterns.
- Adapts content quality and language based on regional consumption.
- Identifies which device types have higher engagement for specific content.
User feedback and interaction data
- Gather data from likes, ratings, and watchlist additions.
- Analyzes comments or reviews for sentiment and relevance.
- Tracks responses to interactive content features where available.
- Monitors customer service tickets related to engagement issues.
Uses in-app surveys and polls to understand preferences and satisfaction.