Sony Pixel Power calrec Sony

How Spotify Uses Design To Make Personalization Features Delightful

18/10/2023

Every day, teams across Spotify leverage AI and machine learning to apply our personalization capabilities on a large scale, leading to the features, playlists, and experiences Spotify users have come to know and love. And when you spend your days working with emerging technologies, it's easy to get transfixed by complicated new advancements and opportunities. So how do our forward-thinking teams ensure they can tackle this technical work while also prioritizing the experience of our users?

That's a question constantly on the mind of Emily Galloway, Spotify's Head of Product Design for Personalization. Her team's role is to design content experiences that connect listeners and creators. This requires understanding our machine learning capabilities as they relate to personalization to leverage them in a way that is engaging, simple, and fun for our users.

Design is often associated with how something looks. Yet when designing for content experiences, we have to consider both the pixels and decibels. It's more about how it works and how it makes you feel, Emily explains to For the Record. It's about being thoughtful and intentional-in a human way-about how we create our product. I am a design thinker and a human-centric thinker at my core. People come to Spotify to be entertained, relaxed, pumped up, and informed. They come for the content. And my team is really there to think about that user desire for personalized content. What are we recommending, when, and why?

The Personalization Design team helps create core surfaces like Home and Search, along with much-loved features like Discover Weekly, Blend, and DJ. So to better understand just how to think about the design behind each of these, we asked Emily a few questions of our own.

How does design thinking work to help us keep our listeners in mind? When you work for a company, you know too much about how things work, which means you are not the end user. Design helps us solve problems by thinking within their mindset. It's our job to be empathetic to our users. We have to put ourselves in their shoes and think about how they experience something in their everyday life. A big thing to keep in mind is that when using Spotify, phones are often in pockets and people look at the screen in quick, split-second moments.

Without design, the question often becomes, How do we do something technically? For those of us working at Spotify, we understand how or why we're programming something technically in a certain way, but users don't understand that-nor should they have to. What they need is to experience the product positively, to get something out of it. We're accountable for creating user value. We really are there to keep the human, the end user, at the forefront.

Without this thinking, our products would be overcomplicated. Things would be confusing and hard to use, from a functionality perspective. Good design is about simplicity and should largely remain invisible.

But design is also additive: It adds delight. That's what I love about projects like DJ or Jam that are actually creating connection and meaning. Design is not afraid to talk about the emotional side-how things make you feel.

How does design relate to personalization? Personalization is at the heart of what we do, and design plays an important role in personalization.

Historically, Spotify's personalization efforts happened across playlists and surfaces like Home and Search. But over time we utilized new technologies to drive more opportunities for personalization. This started from a Hack Week project back in the day to become Discover Weekly, our first successful algorithmically driven playlist. It then gave way to Blend, which was designed for a more social listening experience. And more recently, to DJ, our new experience that harnesses the power of AI and editorial expertise to help tell artists' stories and better contextualize their songs. It utilizes an AI voice that makes personalization possible like never before-and it's a whole new way for our listeners to experience Spotify's personalization.

When designing personalized experiences like these, we must think content first, knowing people come to Spotify for the content. Design ultimately makes it feel simple and human and creates experiences that users love. If recommendations are a math problem, then resonance is a design problem.

But we also have to have what I like to call tech empathy -empathy for the technology itself. My team, which is a mix of product designers and content designers, has to understand how the technology works to design our recommendations for the programming. Personalization designers need to understand the ways in which we're working with complex technology like machine learning, generative AI, and algorithms. Our designers need to consider what signals we're getting that will allow our recommendations to get better in real time and overtime. And when a recommendation is wrong, or a user just wants a different mood, we need to design mechanisms for feedback and control. That really came into play when we developed our AI DJ.

Tell us the story of the inception of DJ. We're always trying to create more meaningful connections between listeners and creators in new and engaging ways. And we use technology to deliver this value. DJ is the perfect example of how we're driving deeper, more meaningful connections through technology.

Prior to generative AI, a trusted friend DJ would have required thousands of writers, voice actors, and producers to pull this off-something that wasn't technically, logistically, or financially possible. Now, new technologies have unlocked quality at scale. Xavier X Jernigan's voice and personality delivers on our mission of creating more meaningful connectio
LINK: https://newsroom.spotify.com/2023-10-18/how-spotify-uses-design-to-mak...
See more stories from spotify

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

01/06/2026

Dolby Sets the New Standard for Premium Entertainment at CES 2026

January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026 Throughout the week, Dolby brings to life the latest innovatio...

02/05/2026

Dalet Flex LTS Delivers Smarter Search, Faster Editing, and an AI-Ready Foundation for Modern Media

Dalet, a leading technology and service provider for media-rich organizations, t...

01/05/2026

NBCUniversal's Peacock to Be First Streamer to Integrate Dolby's Full Suite of Premium Picture and Sound Innovations

January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...

01/04/2026

DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION

January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION Douyin Users Can Now Create And Share Videos With Stun...

28/02/2026

FOX Sports Waves Green Flag on 2026 IndyCar Season With Driver's Eye, Heads Up Display, Live Drones

With two features seen in Formula 1 coverage, the broadcaster aims to bring view...

28/02/2026

Secretary of War Pete Hegseth Visits L3Harris Solid Rocket Motor Site

Secretary of War Pete Hegseth addresses a crowd of approximately 1,500 L3Harris employees in Camden, Arkansas, as part of his Arsenal of Freedom tour....

28/02/2026

2026 NAB Show Expands Sports Summit to Four Days

Share Copy link Facebook X Linkedin Bluesky Email...

28/02/2026

Three TV5Monde FAST Channels Launch on Plex

Share Copy link Facebook X Linkedin Bluesky Email...

28/02/2026

Nielsen Introduces 200+ New Advanced Audience Segments

Share Copy link Facebook X Linkedin Bluesky Email...

28/02/2026

SBE Launches Annual Membership Drive

Share Copy link Facebook X Linkedin Bluesky Email...

28/02/2026

Gray's Fox 12 Inks Deal for Portland Fire And Portland Thorns Games

Share Copy link Facebook X Linkedin Bluesky Email...

28/02/2026

Berklee Presents Mambo Mania: Eguie Castrillo and the Berklee All-Stars Big Band's Tribute to Eddie Palmieri

Berklee Presents Mambo Mania: Eguie Castrillo and the Berklee All-Stars Big Band...

28/02/2026

Berklee Announces Two New Summer Programs in Los Angeles

Berklee Announces Two New Summer Programs in Los Angeles The Berklee Music Business Program and Electronic Music Production and Sound Design Workshop bring imme...

28/02/2026

NVIDIA and Partners Show That Software-Defined AI-RAN Is the Next Wireless Generation

AI-RAN is moving from lab to field, showing that a software-defined approach is ...

28/02/2026

NVIDIA Advances Autonomous Networks With Agentic AI Blueprints and Telco Reasoning Models

Autonomous networks - intelligent, self-managing telecommunications operations -...

28/02/2026

Final Trailer for BEASTARS Final Season Part 2' Roars Toward the Series' Emotional Conclusion

Back to All News Final Trailer for BEASTARS Final Season Part 2' Roars Tow...

28/02/2026

February 27, 2026

New way to intentionally discover molecular glues could expand drug discovery Scripps Research scientists and colleagues show how drugs that eliminate certain d...

27/02/2026

Scripps Appoints Oliver Gray as Vice President, Network Sports and Client Partnerships

The E.W. Scripps Company names Oliver Gray as Vice President, Network Sports and...

27/02/2026

Gotham Sports App Now Available for Purchase Through Prime Video

The Gotham Sports App, the exclusive direct-to-consumer streaming home of MSG Networks and the YES Network, is now available for purchase through Prime Video fo...

27/02/2026

ESPN, Horizon League Extend Long-Standing Rights Agreement

ESPN and the Horizon League announce a new multi-year, multi-platform media rights agreement, continuing a 38-year collaboration that began with the 1988 Midwes...

27/02/2026

NETGEAR to Showcase Expanded Broadcast Portfolio at 2026 NAB Show

At the 2026 NAB Show in Las Vegas, NETGEAR will highlight its new switch models and major updates to its Engage Controller software. The company's network d...

27/02/2026

Teatro alla Scala Elevates Backstage Communication with Riedel's Bolero Wireless Intercom System

Riedel Communications announces that Fondazione Teatro alla Scala has deployed a...

27/02/2026

Lyuno Leverages Dante AV for Synchronization of Audio and Video Content

Lyuno specializes in media localization, including translation, dubbing, subtitling, and voice-over services for a wide array of entertainment content. The comp...

27/02/2026

Chyron Releases Weather 2.3 with New Data and Automation Features

Chyron Weather 2.3, the latest edition of Chyron's weather visualization suite for broadcasters and meteorologists, recently launched. The release includes...

27/02/2026

Telestream Advances Production-Ready AI Across its Product Portfolio

Telestream, which concentrates in media workflow technologies, announces expanded practical AI enhancements across its Vantage, Vantage Cloud, EDC, Stanza, and ...

27/02/2026

Horizon Sports & Experiences, TOGETHXR Launch Joint Venture to Power Future of Women's Sports

Horizon Sports & Experiences (HS&E), a global sports marketing, media, and live ...

27/02/2026

NBC Reunites Bob Costas, Doug Collins and 1990s NBA Legends for Spurs-Sixers on March 3

Legendary sports broadcasters Bob Costas, Doug Collins, Mike Czar of the Telest...

27/02/2026

IndyCar Season Opener: A Look into the Productions' Fast-Track IP Transformation

Beginning on March 1st, IndyCar will be kicking off their 31st season on the str...

27/02/2026

SVG GameDay, Ep. 5: Philadelphia Eagles' Alessandra Lane Behind the Birds in South Philly

In-venue and creative video staffers at the professional and collegiate level ha...

27/02/2026

Ratings Roundup: NBC Sports Takes Gold With Milano Cortina 2026 Viewership Hitting All Time Highs

Ratings Roundup is a rundown of recent rating news and is derived from press rel...

27/02/2026

SMX League Partners with Owl AI as Official AI Trailblazer to Revolutionize Action Sports Technology

Owl AI a pioneer in artificial intelligence for professional sports, announces a...

27/02/2026

Formula 1 Re-Ups Broadcast Deals With beIN SPORTS in Asia, ESPN in Latin America/Caribbean,

With over 447 million fans in APAC, Formula 1 and beIN will continue to innovate...

27/02/2026

YES Network Spotlights Brooklyn Youth With Kid Reporter' Broadcast Initiative

12-year-old Noelle Taylor will be the Kid Reporter when the Brooklyn Nets host t...

27/02/2026

ESPN Explores New POVs With CapCam, EarCam for NBA All-Star Celebrity Game, College Softball

Entire CapCam system - including camera unit, RF transmitter, and battery - is h...

27/02/2026

Gorillaz Invites Fans Into Its World With Exclusive Spotify Experience and London Mural Quest

Since its inception, Gorillaz has been known for blending art with genre-bending...

27/02/2026

Find Your Next Great Listen With Spotify's New Audiobook Charts

This week, Spotify introduced Audiobook Charts for the U.S. and U.K. The charts make it easy to discover your next favorite book by showing what's popular a...

27/02/2026

Rohde & Schwarz and Viasat to collaborate on NB-NTN IoT test plan for connectivity via satellite

Rohde & Schwarz and Viasat to collaborate on NB-NTN IoT test plan for connectivi...

27/02/2026

Designing AI based features in the MSC

In media technology, big features often steal the spotlight - AI integrations, cloud transformations, automation frameworks. But for the people who use these to...

27/02/2026

Has Video outgrown your DAM?

Digital Asset Management systems sit at the heart of most marcoms operations. They centralise content, organise it, and make it discoverable. Integrated with th...

27/02/2026

NAB

The AI Wild West comes to NAB 2026 and Blue Lucy is bringing the Sheriff The AI Wild West is here, and media organisations are feeling the heat. On Booth W23...

27/02/2026

32.6 Million Watch 2026 State of the Union Address

NEW YORK - February 26, 2026 - An estimated 32.6 million people watched President Donald J. Trump deliver the 2026 State of the Union address on Tuesday, Februa...

27/02/2026

Atomos Introduces Ninja RAW HDR Monitor-Recorder At CP+ Trade Show

Share Copy link Facebook X Linkedin Bluesky Email...

27/02/2026

Scripps to Reacquire 23 ION Stations

Share Copy link Facebook X Linkedin Bluesky Email...

27/02/2026

Survey: 88% of Sports Execs Bullish on Industry's Prospects

Share Copy link Facebook X Linkedin Bluesky Email...

27/02/2026

Chyron Releases Weather 2.3 With New Data and Automation Features

Share Copy link Facebook X Linkedin Bluesky Email...

27/02/2026

Samba: Essentials, Utilities Tally Most Ad Impressions in 2nd-Half 2025

Share Copy link Facebook X Linkedin Bluesky Email...

27/02/2026

TVB: Linear TV Still King

Share Copy link Facebook X Linkedin Bluesky Email...

27/02/2026

AJA U-TAP Helps Stary Technologies with Courtroom Evidenc...

Video is one of the lawyer's most powerful storytelling tools in civil litigation today, whether used to transport jurors to an incident scene or challenge ...

27/02/2026

Foundry releases Nuke 17-0

Creative software developer Foundry today released Nuke 17.0, the latest version of its powerful compositing tool for visual effects and animation. Marking one ...