Netflix Tests 'AI Discover' Tab to Boost Engagement Amid Slowing Growth

Netflix is launching 'AI Discover,' a new interactive recommendation feature on its TV app, to help users find content based on specific moods and themes. The tool, which uses real-time learning to adjust suggestions, is currently in a limited US test phase. This move aims to increase watch time as the company faces declining engagement and recent layoffs.
Key points
- The feature debuts on November 3, 2026, for a limited group of English-speaking US subscribers on supported smart TVs.
- Users select preset themes like 'Scare Me' or 'Quick Watches' to receive real-time, AI-generated title suggestions.
- A 'Tune Your Recommendations' button allows users to accept or reject specific titles, training the system to avoid future similar suggestions.
- Netflix describes the tool as a 'test kitchen' for discovery, with plans to expand to more regions and users in the coming weeks.
- The feature is not available on kids' profiles and is distinct from the conversational AI search beta tested in May 2025.
Background
This launch follows a period of declining per-subscriber viewing and a recent layoff of approximately 1,000 employees. Netflix previously replaced content chief Bela Bajaria with Peter Rice to improve hit rates. The company has also integrated generative AI into about 300 titles and acquired InterPositive for $587 million to provide AI tools to filmmakers.
How outlets are covering it
Variety emphasizes the strategic need to boost watch time and notes that this is Netflix's first user-facing feature explicitly branded as AI-powered. The Verge highlights the recent layoffs and slowed growth as the primary drivers for this new experimental approach. CNET focuses on the interactive mechanics, noting that the feature allows users to actively train the algorithm by rejecting recommendations, and contrasts it with the earlier conversational search beta. All three outlets agree on the limited initial rollout to US English speakers on TV devices.
Why it matters
The introduction of AI Discover signals a shift from passive algorithmic suggestions to active, mood-based curation. By allowing users to explicitly reject recommendations, Netflix aims to reduce friction and increase engagement. This could set a new standard for how streaming platforms integrate AI into the user interface, moving beyond simple search to dynamic, preference-based discovery.
What to watch
Netflix plans to expand AI Discover to more regions and customers in the coming weeks. The company will use feedback from the initial test group to refine the feature, potentially integrating successful elements into the main Netflix experience. Future iterations may include more complex themes and deeper integration with the platform's existing recommendation engine.
- Netflix Launches First AI-Branded Content Recommendations Feature on TVs Variety
- Netflix will show you themed recommendations through a new ‘AI Discover’ tab The Verge
- Introducing AI Discover: A New Place to Find Your Next Great Watch About Netflix
- Netflix Launches AI Discovery Tool As “Test Kitchen” For Viewers Seeking Appetizing Content Yahoo
- Netflix’s AI Recommendations Aim to Play Matchmaker to Your Tastes CNET
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