From August 2025 your track recommendations will be powered by an improved recommendation engine which aims to provide you with the most relevant and personalized track suggestions, allowing you to find the perfect music for your DJ sets.
Our recommendation system is trained on customer behaviour data and track metadata, learning patterns about which tracks make good recommendations for each other.
We use various types of customer behaviour data, such as:
- Customer Purchases
- Customer Playlist & Carts
- Customer Streams
- DJ Charts - compiled by our in-house curators and our global DJ community
Where can I find these recommendations?
- My Beatport
These recommendations refresh daily and get smarter the more you "dig". Listening, adding and downloading tracks has an influence over what we recommend to you.
- Track Pages
When you're viewing a specific track, we recommend similar tracks to you.
- Carts
We recommend similar tracks to those in your cart.
Additional FAQs
Q: How do my recommendations get "smarter"?
A: The more you engage with Beatport by purchasing tracks, adding them to playlists or your cart, and listening to tracks to find the right ones for your DJ set the more data our system has to learn your preferences, making your recommendations increasingly accurate and personalized.
Q: How often do my recommendations update?
A: Recommendations on your My Beatport refresh daily.
Q: What kind of information is used to generate my recommendations?
A: We use various types of your interaction data, including track purchases, additions to playlists, and cart events. We also incorporate insights from DJ Charts compiled by our global DJ community and expert curators. Your "collection," which is a combination of all your playlists and carts, also contributes to personalizing your recommendations.
Q: I have feedback on the new recommendations. Where can I share it?
A: We're just getting started and would love to hear what you think! Please provide your feedback through this survey link.