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?
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.
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.
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?
1 - You have an online eCommerce shop
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!
2 - You are a Streaming Platform
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!
3 - You send Personalized Emails
Do you send personalized email to your users?
Increase your click through rate and boost your sales by populating your emails with the best content for every individual consumer.
Fill up your emails with the best recommendations!
4 - You have a content or blog website
Do you run high traffic content websites with a sea of content? What if we told you can use recommendations to increase customer engagement?
Kick up your user sign ups 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: