Getting Started
Crossing Minds is democratizing access to recent gains in artificial intelligence research by building the world's best content recommendation platform.
What do you need on your side to get the best recommendation?
INTERACTION DATA
The only data REQUIRED to train the best recommendation engines for your business is, of course, the interactions the users have with your products. You can, of course, upload those interactions in 2 different way:
Ratings or Explicit Feedbacks: Explicit feedbacks clearly describes on a fixed scale the rating a user gave to an item (like/dislike, star rating, etc.). For more information about how to prepare your file and preprocess them, please read our API documentation!
Direct User Interactions: or what we call "Implicit Feedback." Those are all the interactions you can find, for instance, in your Google Analytics, the clicks, the scroll, the page view, etc. User Interactions represent different interactions a user may have with an item, often hints whether the user likes or not an item.
USER DATA
(optional)
Naturally, providing information about your consumer (while respecting privacy and security) can help the recommendation engines build your consumers' DNA.
Sending user data is OPTIONAL but can improve the recommendation quality, especially when it comes to cold-start recommendations where your user hasn't interacted with your products yet.
ITEM DATA
(optional)
Enriching the information our algorithm can have about your items is strongly recommended, although also optional!
Using rich properties for your items offers two advantages:
1 - It improves the recommendations, especially for both cold-start problems where the algorithm relies only on properties (such as Semantic Graph Embedding from genres and tag, or Deep Content Extraction from text and images)
2 - It enables you to dynamically filter the recommendations on items satisfying certain criteria (such as a price smaller than a threshold given at runtime)
Are we a good fit?
Do you build e-shops for your clients that aim for higher revenues? Provide your clients with next level personalization and recommendations across their entire website such as: similar items, add-to-cart up sales, follow up emails and recommendations.
Start increasing the basket volume now!
Do you manage a Streaming Platform?
Let’s say you boost the engagement by 20% on average by providing personalized content for each individual customer.
Or maybe you develop bespoke software for clients? Picture a home screen with products or content tailored to the needs of each individual user.
Engage your users now!
Find the best API Client for your Website!
Book a demo
Let's get started. Just one step and you'll be able to:
Tell us a bit about yourself
About Us
At Crossing Minds, we believe that artificial intelligence can learn to understand humans the way we understand each other.
