Brands For You

Introduction#

Get personalized brand recommendations tailored to your unique preferences and interests. Whether you're into fashion, technology, or lifestyle, our recommendation engine is designed to help users discover brands that match their style and needs effectively.

Segmentation Setup#

Most of the recommendation rows on the homepage feature products; however, in this case, we want to recommend brands based on the user’s browsing history.

In the Recombee Admin UI, navigate to the Segmentations section and choose Create.

Choose Segmentation Type - Property-based
Pick Property from the list that contains the property that determines the brand

After picking the property, a preview opens up, and you can see the brands and the number of items per brand.

Then confirm the settings by hitting the Create button.

You have now created the Segmentation based on the brand, and you can proceed to recommend the brands (=Segments) to the user.

Scenario Setup#

In the Recombee Admin UI, navigate to the Scenarios section and choose Create Scenario.

Enter a Scenario ID, such as "brands-for-you"
Choose Recommendation type - Item Segments to User
Continue and choose Results Segmentation - brands Segmentation created in the previous step

Logic#

The Logic defines the behavior of the recommendation engine.

Choose the recombee:default logic type from the Universal Models

This particular Logic returns the Segments (=brands) in personalized order to give the user the most suitable brand according to the user’s previous interactions.

Requesting Recommendations#

You shall request the Recommend Items Segments to User endpoint of the Recombee API using an SDK of your choice.

For more information, navigate to the Integration tab of the Scenario in the Admin UI.