
Spotify Wrapped is officially here, and with it comes your highly personal look back at how you soundtracked your year.
We know your year in review evokes all the feels, but perhaps you'd like a bit more insight into all the ways your listening and our lists come together. From the skilled team of music editors who help develop Wrapped to the ace engineers who are evolving our tools to better fit your listening habits, it's truly art and science working side by side.
We caught up with JJ Italiano, Spotify's Head of Global Music Curation and Discovery, and Molly Holder, Spotify's Senior Director of Personalization, to reveal more about the magic behind Wrapped.
Happy Wrapped launch to you both! First, how does our annual experience highlight the work of both our brilliant tech team and the expertise of our editorial team? JJ: The work of Spotify's editorial experts is grounded in a deep understanding of music culture. We are always working as a global team of music editors to identify and amplify trending songs, stories, and artists to the user-and, crucially, to contextualize those moments in curated playlists or other editorial offerings to help users form a deep, lasting connection to the track or artist.
Spotify Wrapped gives listeners a chance to look back at the artist and track connections they've made over the course of the year through their personalized Wrapped list while also exploring some of the songs and artists that helped define the year in music culture more broadly through our editorial end-of-year Wrapped playlists.
Molly: The beauty of Wrapped is how much it reflects each individual user. Whether it's your top song, total minutes listened, or favorite artist, 2024 Wrapped celebrates how you listened this year.
We believe that great personalization fuels discovery: We're powering nearly 2 billion music discoveries every day, connecting listeners with artists and genres they might never have found otherwise.
In addition to the work JJ and his team are doing, we're excited to launch several brand-new personalized Wrapped features this year. From innovations like Your Music Evolution to the expansion of our AI-driven tools (such as AI DJ, AI Playlist, and Wrapped AI Podcast), users will have even more ways to explore the songs that defined their year.
JJ, can you share more about how the work of Spotify's editorial team influences what users discover throughout the year, culminating in what shows up in their Wrapped? JJ: Over the course of the year, our editors around the world are constantly monitoring new music and cultural trends to identify important rising tracks and artists. We look at a vast range of qualitative and quantitative signals both on- and off-platform which inform our editorial decisions.
We also continuously monitor in-playlist performance to understand what tracks and artists users are responding to. This helps signal what tracks should be added to more playlists. Your Wrapped may be comprised of artists that you've discovered anywhere on Spotify, including our editorial surfaces.
Molly, building on that, how do Spotify's algorithms use those editorial selections to enhance personalized recommendations outside of Wrapped to ensure our users are discovering new music all year round? Molly: Spotify personalization is a mix of giving you what you like while pushing you a bit outside your comfort zone, too. We learn about what you like based on the ways you interact with Spotify, and our personalization technology takes into account a number of signals that you, as users, provide. For example, as you add songs to a playlist, listen to an entire song, skip a song, or engage with an artist, it sends us clear signals that help us tailor our programming to your taste.
But it's also our job to determine when we should introduce you to something new. That's when we consider certain additional factors, such as signs of popularity and how other users are engaging with tracks. We also rely on our editorial team, who play a crucial role in curating playlists and, through their knowledge, intuition, and expertise, help teach our machines.
Recommendations are shaped by a number of signals, each contributing to the decision of whether a track should be suggested to a user. While these signals are weighted differently, listener satisfaction is always a priority, and we only recommend music we think listeners will want to hear. For more information on the most significant inputs that drive our personalization, you can learn more here.
How does Spotify use both human curation and algorithms to combat repetitiveness in recommendations? Molly: Finding the right balance between familiarity and discovery is incredibly difficult. One reason is that music is different from other formats. On other platforms, you may consume a piece of content once and then never revisit it again. On Spotify, you can listen to the same song dozens of times, so we know that some repetitiveness is good.
But we don't just paint by numbers. We listen to our users and the descriptive way they are saying they'd like to see us better balance familiarity with discovery, new with old, music with podcasts and audiobooks. We take that qualitative feedback to heart just as much as we weigh the quantitative signals when we make decisions about what to tweak in our algorithms.
Can you share how human expertise and algorithms have worked together to propel a song or artist to success on Spotify? JJ: One of this year's most compelling examples would be Charli xcx's BRAT album and the associated cultural moment, brat summer. Our editors were able to hear the album early and identified it as one of the top stories of the summer to come. As the album rollout and cultural conversation accelerated and branched off into new
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
07/10/2026
Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
07/08/2026
Diversified has appointed industry veteran Pete Emminger as global chief technology officer. Emminger will lead the company's global go-to-market technology...
07/08/2026
O'Shea Jackson Jr., Dave Franco, and Mason Thames appear in Idiots by Macon Blair, an official selection of the 2026 Sundance Film Festival. (Courtesy of ...
07/08/2026
An instrument made for the adventurous composer
Described as an instrument made for the adventurous composer , Sonuscore's latest sample library has b...
07/08/2026
Latest solo Synchron libraries arrive
VSL have just released the final two instalments in their range of muted solo string libraries. Recorded in the large ...
07/08/2026
Channel strip offers plug-in control & recall
Along with some new additions to their Inherit modular preamp system, GC Audio's announcements for NAMM 20...
07/08/2026
Opening Statement: Public hearing of the Inquiry into Racism, Hate and Violence ...
07/08/2026
DoubleVerify Shareholders to Receive $13.60 Per Share in Cash, Representing a 30...
07/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/08/2026
The Award Recognizes ACT's Outstanding Sales Performance, Marketing Collaboration and Long-standing Commitment to the NEUTRIK Brand
ACT Entertainment, one ...
07/08/2026
Beamr Imaging Ltd. (Nasdaq: BMR), a leader in video optimization technology and solutions, today announced it is bringing AI upscaling to live sports, broadcast...
07/08/2026
Berklee City Music Presents Nine Scholarships and Awards at Annual Concert Student recipients from seven states and Canada received scholarships, housing awar...
07/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/08/2026
Riedel Communications at IBC2026: Live Production Experience Showcasing Integrated IP Production Workflows
At IBC2026, Riedel Communications will bring modern ...
07/08/2026
Shotoku Showcases Expanding Aura PTZ Ecosystem and Award-Winning Swoop Robotic Crane at IBC2026
Shotoku Broadcast Systems will officially introduce its Aura fa...
07/08/2026
Highlights will include new Dante fiber connectivity, expanded IPMX capabilities and award-winning signal processing solutions
Cobalt Digital, the leading des...
07/08/2026
Bob Moses Concert at Red Rocks Captured with URSA Cine 12K LF
Brie Clayton August 6, 2026
0 Comments
PYXIS 12K and URSA Cine 12K LF enable cinematic c...
07/08/2026
Use It or Else Is Not an AI Implementation Strategy
Andy Marken August 6, 2026
0 Comments
Source - Hitchhikers Guide to the Universe, Touchstone Pi...
07/08/2026
Friday 7 August 2026
Heated Rivalry will return to Sky and NOW in Spring 2027 e...
07/08/2026
Migration of more than 1,000 radio services delivers improved resilience, efficiency and sustainability
07 August 2026, Winchester, UK Arqiva, the UK's l...
07/08/2026
On 6 August, the European Commission and the SpaceRISE consortium concluded nego...
07/08/2026
The Traitors Ireland Uncloaked is also back with all the behind the scenes drama...
06/08/2026
The broadcaster's 14-race schedule begins in Iowa and ends in November with ...
06/08/2026
In-venue and creative video staffers at the professional and collegiate level ha...
06/08/2026
As media organizations consolidate teams, technology platforms, and content libr...
06/08/2026
Firmware updates introduce Dolby's next-generation picture engine, content-aware optimization, and new motion and ambient-light tools...
06/08/2026
TNT Sports will have wall-to-wall coverage of the upcoming FIBA Women's Bask...
06/08/2026
swXtch.io (Stand 5.MR13) has unveiled groundSwXtch for Audio over IP (AoIP), a software application that lets broadcasters and media organizations move audio in...
06/08/2026
At IBC2026, Riedel Communications (Stands: 10.A24, 10.A31, 10.A38) will bring modern media production to life with the Live Production Experience - a connected ...
06/08/2026
The first live-sports director to receive the prestigious honor, eight-time Emmy...
06/08/2026
NBC Sports will continue to present the Preakness Stakes on NBC and Peacock thro...
06/08/2026
Cobalt Digital (Stand 8.F90) continues to reinforce its commitment to delivering...
06/08/2026
Wave Central has promoted promotion Jeff Daubert to Director of Sales, Americas.
In his expanded role, Daubert will lead Wave Central's sales strategy and ...
06/08/2026
KMH Integration is expanding its ability to serve media, broadcast, and IT organizations by adding Keith Hanadel, an accomplished architect with decades of indu...
06/08/2026
Advanced Systems Group (ASG) has promoted Michele Ferreira from Vice President of its Systems Integration team to the newly created position of Chief Business O...
06/08/2026
Demonstrations will include new JPEG XS, Dolby audio, cloud-gateway, stream-processing, and distribution capabilities...
06/08/2026
The deal includes three premium mobile units, engineering personnel, existing br...
06/08/2026
Broadcast Management Group produced Amazon Prime's inaugural Obsessed Fest a...
06/08/2026
Exhibit will feature new variable-ND functionality, OLED viewfinders, remote-camera tools, and UHD production monitors...
06/08/2026
Compact full-frame E-mount lens targets sports, wildlife, and other long-range shooting applications...
06/08/2026
Live broadcast will honor Roger Federer and Mary Carillo on Aug. 29, with onsite...
06/08/2026
End-zone board receives higher-resolution LED technology and an updated Show Control system ahead of the 2026 football season...