Our platform tracks similarities between your products so you can make informed recommendations when customers show interest in a specific item.
Top Increase in Engagement
Increase in Engagement
API Clients and Integrations
Increase in CTR
When a customer puts an item in their shopping cart or queue—or spends time on a product page—our platform knows immediately what that person likes and wants. Every product you sell is related to many others in complex and intricate ways, and our AI decodes that enigma to help you recommend similar or related items and enhance incremental sales.
Here are three of the most common ways to provide cross-sell or upsell recommendations:
Using proprietary algorithms, our platform is able to map the complex relationships between items. After extracting deep information from an item’s descriptive text with natural language processing, or from images using advanced convolution neural networks, we can then create a rich representation of its associations to other products.
Combined with our proprietary Semantic Graph Embedding, our Deep Content Extraction allows our software to recommend items of all kinds—even items no one has interacted with yet. This is because our models are able to understand the product type or genre by automatically extracting information and text from photos, descriptions, or reviews.
When our API receives the ID of an item chosen by the customer, it will instantly return similar items to provide as recommendations. We’re able to find item similarities through the use of a hybrid model, one that considers item properties via content-based analytics and user interactions through collaborative filtering.
With our API integrated into your website, you can:
Get in touch with Crossing Minds to see what you can unlock with a fully customized recommendation pipeline.