Netflix launches AI Discover tab that recommends by mood

Netflix introduced an “AI Discover” tab on Tuesday, moving AI-driven recommendation experiments out of the back-end algorithm and into the navigation bar subscribers actually see. The first feature to launch inside the tab is built around mood: viewers say what they feel like watching right now, and the service answers with matching titles.

The interaction is built on curated theme cards assembled from clips of shows and movies. According to TechCrunch, the initial themes include “something light,” “scare me,” “family movie night” and “quick watches,” with suggestions shaped by mood, viewing preferences, available time, and what is new or trending on the service.

Netflix says the tab is powered by a new intelligence layer it has been building that responds to what users tell it in real time and keeps learning. After choosing a theme, viewers can narrow the direction further or pick “something different” to start over, and each title carries a “Tune Your Recommendations” button next to “Play” and “My List” so they can keep suggestions they like or exclude titles they do not want to see again.

In its blog post, Netflix framed the feature around a simple observation: there is more to watch than ever, but what sounds right for a quiet night in may look different from a family movie night or a few spare minutes. The company said it has spent years refining discovery through thumbs-up and My List signals, and that AI Discover now joins as another way to explore.

Netflix describes AI Discover as its “test kitchen,” a place to try out new recipes for discovery. Feedback from users will help the company decide which features to keep or improve before bringing them into the main Netflix experience, which means the tab’s shape is likely to change frequently in the near term.

The rollout starts in the United States for subscribers using Netflix in English on supported TVs, with plans to bring the tab to additional users in the coming weeks. Those with access will see a “Discover” button marked with a red gem icon and a “New” label in the top navigation bar on their TV.

The design shifts discovery away from endless scrolling through rows of titles and toward a loop where the viewer states an intent and the system answers in real time. For a platform whose library keeps growing, getting someone to a specific title faster is directly tied to watch time and retention.

What to watch next is whether the intelligence layer holds up as the rollout widens, and which metrics Netflix uses to decide what graduates from the test kitchen — clicks and completions, or the share of viewers who abandon a recommendation thread. For rivals, the signal is that competition in discovery is moving from the ranking model itself to how viewers express what they want.