Netflix Debuts AI Discover on TVs, Its First AI-Branded Recommendation Feature

By Elena Vasquez

Netflix launched AI Discover on Tuesday, Nov. 3, its first user-facing feature branded as powered by artificial intelligence. The tool arrives on the Netflix TV app for a limited number of U.S. subscribers and marks a shift in how the streamer presents its long-standing machine-learning work.

The stakes are measurable. Netflix has seen viewer engagement slide in recent quarters, including a drop-off in per-subscriber viewing, and the company wants AI-recommended titles to lift total watch time, especially in the U.S. That pressure already forced a leadership overhaul: Netflix replaced content chief Bela Bajaria with industry veteran Peter Rice in a bid to produce more hits.

How does AI Discover work?

The feature is interactive but not a chatbot. Users pick from preset themes — "Something Light," "Scare Me," "Workplace Comedy Favorites," "Family Movie Night," "Quick Watches," "Family Scandal Sagas" or "Royal Court Intrigue." Each theme comes with a clip preview. The app then displays an array of matching recommendations, generated in real time from viewing history, stated preferences and what is trending on the platform.

Netflix describes the flow in four steps:

• Choose a theme matched to a mood, an intended audience or available time; others reflect what is new, popular or recently watched.
• Browse the resulting set of movie and TV show recommendations.
• Drill into more specific themes, or select "Something Different" for a fresh set.
• Use the "Tune Your Recommendations" button beside "Play" and "My List" to keep a suggestion or block it permanently.

Clicking the Discover button shows a loading message: "Give me a moment while I find your next obsession." The feature will not be available on kids' profiles.

Access appears as a "Discover" tab with a red gem-shaped icon and a "New" label in the top navigation bar. The rollout covers U.S. customers using Netflix in English on supported smart TVs, with expansion to more regions and customers planned in the coming weeks.

What has Netflix said about it?

The company frames the feature as provisional and wants user feedback to shape it. "Think of AI Discover as our test kitchen: we're trying out new recipes for discovery, and your use and feedback help us decide which ones to keep, improve or serve up next," Netflix said in a blog post. "Some may even make their way into the main Netflix experience."

Under the hood sits what Netflix calls a "new intelligence layer we've been building that responds to what members tell us in real time and keeps learning."

The company also stressed responsiveness. "What we're most excited about is how it feels to use," Netflix said. "Tell us what you're after, and the experience adjusts. Tell us a recommendation isn't for you, and we'll remember it in AI Discover, so it won't keep turning up."

Where else is Netflix deploying AI?

AI Discover extends a broader corporate push. Netflix announced in July that about 300 titles across its library have used generative AI during production. This spring, the company paid $587 million for Ben Affleck-founded InterPositive, which it says gives filmmakers AI tools throughout film and TV productions.

The test-kitchen framing signals the calculation: if AI Discover lifts watch time, its recipes move into the main Netflix experience; if not, the company has hedged the bet as an experiment. Corbin Bolies contributed reporting.