Mondays and Fridays are eagerly anticipated by music lovers on Spotify who are looking to uncover new artists. Each Monday, Discover Weekly, a playlist that serves listeners with tracks they might like based on their past listening histories, is updated. Friday is Release Radar day, when the playlist refreshes with brand-new songs from a user's favorite artists. And there's even more personalization happening daily on Spotify across playlists our editors curate and playlists users create.
In fact, personalization begins right within the home page, shortly after a new user downloads and signs up for Spotify. New users are prompted to select a few of their favorite artists. From that moment on, the app begins to spin up creators a listener might love based on those they're already familiar with. But that only accounts for a small portion of how we personalize the Spotify listening experience, said Spotify's Vice President of Personalization, Oskar St l, in an interview with For the Record.
How personalization came to life Personalization is what it sounds like: It ensures that the content you receive on Spotify is tailored to you based on the audio you love. It's now regarded as key to the Spotify experience-but Spotify did not always focus there. Spotify was originally created 15 years ago to function more like a library, where you could go and play the songs you were interested in that you already knew about. But over time, our engineers realized that you enjoy Spotify more if you discover more, and most people don't have time to discover on their own, said Oskar.
Perhaps you're a 46-year-old dad with three kids and no time to discover music by yourself, Oskar joked, gesturing to himself, or a student looking for inspiration. It's most helpful when you're served something up and know it will be a mix of what you like and what you might like. Then you'll stay for more.
Personalization, he explains, was an empowering experience for listeners who didn't have the time or knowledge to create endless unique playlists for every dinner party or road trip. It opened up discovery on a broader level, enabling hundreds of artist discoveries per person per year. And most important, personalization helps create a better app experience because it ensures that people want to be on the app-but not spend all their time there. Spotify's approach is to ensure listeners have a fulfilling content diet.
If we really wanted to make you stay on the app three more minutes, we would play your favorite song, Oskar explained. All we'd ever have to do is play your favorite 20 songs on a loop. But that would mean you're not discovering anything, and you'd eventually get tired and bored of the audio experience.
Spotify operates several personalization features within the app for listeners to enjoy beyond the classics like Discover Weekly and Release Radar. Earlier this year, we debuted Spotify Mixes sorted into genres, artists, or decades with music a listener loves or will love. Just last month, we introduced Blend, which merges two listeners' taste profiles, creates a playlist that combines both of their favorites, and allows them to share the results on social media. And most recently, we launched Enhanced playlists, a feature users can toggle on or off that allows Spotify to suggest new songs that might fit in well to a user's custom-made playlist.
All this is in addition to what we call our algotorial playlists: sets of songs our editors put together to evoke a certain mood or moment that are also tailored to the individual user. Songs to Sing in the Car might not look personalized, but it is, said Oskar. Each person is seeing music that fits that categorization, but that is also in line with what they enjoy listening to. In fact, there isn't just one Spotify experience. There's more like 365 million different experiences-one for each user-that's deeply personalized to their wants and needs.
How does personalization actually work? The answer is machine learning, a complex code-based system with thousands of inputs, all laddering up to one song recommendation, done faster than the blink of an eye. But Oskar broke it down:
Imagine you and another person have similar music tastes. You have four of the same top artists, but your fifth artists are different. We would take those two near-matches and think, Hmm, maybe each person would like the other's fifth artist' and suggest it. Now imagine that process happening at scale-not just one-on-one, but thousands, millions of connections and preferences being considered instantaneously, and always updating. Every day, half a trillion events, whether they are searches, listens, or likes, take place on Spotify, powering and guiding our machine learning system.
Machine learning technology has raced forward as Spotify has matured, with enhancements we only once only dreamed of now becoming reality. This reality, too, affects where we can go with personalization and what we can serve up to listeners. Breakthroughs in machine learning have really allowed us to rethink how we can help users discover new audio content. While in many instances machine learning has remained focused on solving for the immediate click- You like this song. Let me offer you more of the same kind of music'-we're now able to better understand content and the ways listeners and creators relate to it.
The future of Personalization at Spotify Podcasts, in particular, pose a significant opportunity, in part because of user input: It takes a bit longer to determine whether you like a particular show or episode or not-much more so than the 20 seconds most people take to pass judgment on a song. But as Oskar points out, we already had a great head start helping you discover podcas
Europe Stories
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
15/06/2026
Innovative three-band soft synth introduced
UVI's latest synth takes an interesting approach to synthesis, offering a trio of synth engines that each op...
15/06/2026
Applications now open for 2026
The Oram Awards have returned for 2026 to celebrate the unusual, unique and unfiltered creative worlds of women and gender-di...
15/06/2026
New intelligent auto-fader plug-in revealed
PSPaudioware's latest release offers automatic level adjustment and provides more detailed control than many...
15/06/2026
Greater Manchester Police installs Rohde & Schwarz security scanner for custody ...
15/06/2026
Insights from NAGRAVISION's latest industry webinar featuring One Hungary, Liberty Global and Media Press Group
In this blog, Laura Rognoni explores the k...
15/06/2026
Monday 15 June 2026
Sky News takes viewers inside Minab in new film investigati...
15/06/2026
Fox Corporation to Acquire Roku, Inc. Combination Creates a Scaled Media and Technology Platform with Superior Reach, Engagement and Monetization Capability
...
14/06/2026
Library captures 1960s R&B/pop drum sound
Following on from their recent wave of plug-in effects, Iconic Instruments have just launched an all-new virtual d...
13/06/2026
Latest expansion pack includes 252 presets
Devious Machines have recently introduced another expansion for their powerful multi-effects plug-in, Infiltrator...
13/06/2026
Create custom DAW/plug-in controllers using prompts
MetaGrid have recently introduced an all-new AI Builder function to their touchscreen-based control surf...
12/06/2026
Simple Steps to Better Acoustics - Taming The Small Room
Most of us mix in spare rooms and small spaces, where the acoustics fight us at every turn. At Gear...
12/06/2026
Latest addition expands vintage-inspired effects palette
Meris' Ottobit pedal range draws its inspiration from vintage gaming consoles, and the latest a...
12/06/2026
Soundbox-based chamber strings series expanded
Sonora Cinematic have just announced the launch of the second instalment in their Soundbox-based chamber stri...
12/06/2026
With John Daro, DI Colourist at Warner Bros. Water Tower Color Tuesday 23 June, 10am-1pm or 3-6pm
Restar Corporation
Tokyo
Register here
John Daro is the ...
12/06/2026
Meet The Grumpy Onion Ireland's newest online sensation, all he wants is to ...
12/06/2026
RT stays Up All Night with brand new daily 2026 FIFA World Cup Vodcast
Adding to the fun around 2026 FIFA World Cup tournament, RT has launched a brand new d...
11/06/2026
As podcast formats evolve in the streaming era, podcasting needs updated, transp...
11/06/2026
As Spotify's global RADAR program enters its sixth year in Italy, a new class of artists is stepping into the spotlight. Today, we're announcing the six...
11/06/2026
Pride Month is a time for celebration, reflection, and amplifying the diverse stories and perspectives from the LGBTQIA+ community that enrich our world. To hel...
11/06/2026
First in new line of muted string libraries
VSL have just announced the launch of two new string libraries that represent the first two instalments in a new...
11/06/2026
New colour option for 61-key Launchkey MK4
At Superbooth 2025, Novation introduced the Launchkey Mini 37 White and Launchkey 49 White, bringing an additiona...
11/06/2026
Larger, but still compact!
Arturia's popular compact MIDI controller keyboard is now available in a, well, slightly less compact version! The new MiniLa...
11/06/2026
Eurosatory 2026: Rohde & Schwarz shapes the new-generation battlefield Rohde & Schwarz unveils next generation SIGINT/EW and CUAS solutions on uncrewed system...
11/06/2026
Rohde & Schwarz unveils NEMACS - Directional, ultra secure connectivity for the ...
11/06/2026
Thursday 11 June 2026
Daisy May Cooper rallies the nation ahead of ICC Women's T20 World CupTurn on cookies to view this content. Go to Privacy options and...
11/06/2026
Summer solstice shows from C il House and Late Date from 9pm on Saturday 20 Jun...
10/06/2026
Get Hands-On with Interfaces & Mic Preamp Brands
If youre after a new interface or preamp, then GearExpo UK is the place to be! Well have a whole host of au...
10/06/2026
November 13-14 2026, The Midway, San Francisco
Following their recent rebranding, MONO Music Conference (formerly Music Expo) have officially announced thei...
10/06/2026
Debut instrument free for limited time
deFORM is the debut release from newly founded developer ebbandflow, and it's being offered as a free download fo...
10/06/2026
Rohde & Schwarz and TRUMPF advance laser-based drone defense with THORIS LCS Rohde & Schwarz is showcasing THORIS at ILA 2026: A sovereign, end to end counter...
10/06/2026
MAHLE and Rohde & Schwarz develop application for sensor testing of modern drive...
10/06/2026
10 Jun 2026
VEON's Banglalink Brings Every World Cup 2026 Match to Football...
10/06/2026
Wednesday 10 June 2026
How to watch every ICC Women's T20 World Cup 2026 match live on Sky Sports
Where is the ICC Women's T20 World Cup 2026 availabl...
10/06/2026
Wednesday 10 June 2026
P RLA brings first-ever Beautifully Clean Oral Care'...
10/06/2026
Wednesday 10 June 2026
Sky reveals pulse-pounding first teaser trailer for upco...
10/06/2026
Wuppertal June 10, 2026
Riedel Artist at the Heart of the 14th World Live Neurovascular ConferenceAt the 14th World Live Neurovascular Conference (WLNC) in Li...
09/06/2026
Last month, Spotify hosted PURE FLOWERS LIVE, a special event celebrating the re...
09/06/2026
Last month, RADAR U.K. artist Skye Newman took the stage in East London for a sp...
09/06/2026
Company to cease operating on 30 June 2026
Australian loudspeaker and amplifier manufacturer Wayne Jones Audio have announced that after much consideration,...
09/06/2026
Increases low-end weight and character
The latest plug-in release from Sheffield-based fedDSP aims to offer an all-in-one solution for users in search of mo...
09/06/2026
Introduces AI Studio Assistant, Moises Studio integration & more
Fender Studio have just announced the launch of a significant update that brings an array o...
09/06/2026
The BBC has found its Hercule Poirot.
After Deadline revealed last month that t...
09/06/2026
Filming to take place in Holmfirth
9th June 2026, London: U&GOLD is heading bac...
09/06/2026
X-Rite Pantone Launches Offset360 to Modernize Color Control Across Existing Pre...
09/06/2026
09 Jun 2026
VEON Appoints Serkan Ozturk as Chief of Staff & Strategy Officer Dubai and New York, June 9, 2026 - VEON Ltd. (NASDAQ: VEON), a global digital oper...
Mondays and Fridays are eagerly anticipated by music lovers on Spotify who are looking to uncover new artists. Each Monday, Discover Weekly, a playlist that serves listeners with tracks they might like based on their past listening histories, is updated. Friday is Release Radar day, when the playlist refreshes with brand-new songs from a user's favorite artists. And there's even more personalization happening daily on Spotify across playlists our editors curate and playlists users create. 
