Configuring Personalization for Unseen Items in a Video App

Hello Algolia Community,

I’m working with a video-centric real estate app, and I’m facing a challenge in enhancing user experience through personalization. Our goal is to prioritize and display unseen items (videos and listings) at the top of user feeds, ensuring a fresh and engaging experience each time they use the app.

Could you provide guidance or best practices on how to configure Algolia’s search and personalization features to achieve this? Specifically, we’re looking to:

  1. Identify and prioritize items (videos, listings) that a user has not yet viewed.
  2. Seamlessly integrate this personalized sorting into our current Algolia search setup.

Any insights or examples of similar implementations would be immensely helpful.

Thank you!