Recommender Performance Index v3.1 is live

Understand your catalogue

Deep understanding of the content itself

Rank on what is actually in an item - scenes, actions, dialogue, sound, objects and themes - rather than on its title and tags.

Multimodal embeddings let ranking read the content itself. TwelveLabs' Marengo model covers video, audio, image, text and document embeddings; the same pipeline takes text embeddings from any provider.

Because relevance can be judged from the content, a new item can be placed the moment it is published, before it has accumulated any interaction history.