Spotify’s strategy to become a habit-forming product

Last Friday, Spotify unveiled its newest feature: Release Radar – a personalized playlist of newly released music, updated every Friday. It’s reminiscent of Discover Weekly, but Release Radar’s recommendations are always newer tracks. My first impression is that it’s much more likely to recommend music from artists you’re already familiar with.

As Spotify keeps rolling out features like this, and competitors no doubt follow suit, the implications for the music business will be significant. Matt Ogle, who’s behind both of these playlists, revealed last March:

There are 2,000 artists for whom Discover Weekly is currently 80% of their streams, and something like five or six thousand for whom Discover Weekly is half of their streams.

But I’d like to zero in on Spotify’s product strategy and why features like Discover Weekly and Release Radar are so important for the service. It has everything to do with the power of habit.

Habit Loop Spotify

Discover Weekly creates a perfect habit loop. The routine is listening to your refreshed playlist. The reward is the release of good hormones due to interesting new finds, and perhaps the social currency of sharing. The cue, or trigger, is simply the fact that it’s Monday and the start of a new week.

On Sunday, another habit loop is triggered. To prevent losing newly discovered gems, users log on to save tracks from Discover Weekly to their playlists. Loss prevention is one of the strongest motivators.

Spotify Discover Weekly Habit chart

Spotify’s bet is that they can create another habit, focused on different days of the week, by releasing a new feature in the style of Discover Weekly. Being able to consistently drive traffic back to your product is great if you’re ad-supported, might help to convince free users to upgrade to premium, and helps premium users justify the recurring cost of their subscription.

Now, instead of 2, there will be 4 cues.

Spotify Discover Weekly + Release Radar chart

Friday is a great day for Release Radar for two reasons:

  1. Easy to remember: it’s the last day of the week and people have the weekend on their minds.
  2. Since last year, Friday is the global release day for new music.

Here are two hacks I made that bring some cool additional automation to the new Release Radar playlist:

Curious how Release Radar works? The wonderful folks at Hydric Media, who are behind the hit music app Wonder, created a free tool called Playground, which opens up all the different parameters of Spotify’s Echo Nest API powering the Discover Weekly and Release Radar playlists.

How has your Release Radar experience been? I’ll show you mine, if you show me yours. Send me a tweet: @basgras.

5 Bots You’ll Love

Since launching its chatbot API last April, Facebook’s Messenger platform has already spawned 11,000 bots. Bots are popular, because they allow brands to offer more personalized service to existing and potential customers. Instead of getting people to install an app or visit your website, they can do so from the comfort of their preferred platform, whether that’s WhatsApp, Messenger, Twitter or something else.

Bots, basically automated scripts with varying levels of complexity, are ushering a new wave of user experience design. Here are some of my favourite bots.

AutoTLDR – Reddit

AutoTLDR bot

AutoTLDR is a bot on Reddit that automatically posts summaries of news articles in comment threads. tl;dr is internet slang for “too long, didn’t read” and is often used at the top or bottom of posts to give a one-line summary or conclusion of a longer text. It uses SMMRY‘s API for shortening long texts.

The key to its success is Reddit’s digital darwinism of upvotes and downvotes. Good summaries by AutoTLDR can usually be found within the top 5 comments. If it summarizes poorly, you’re unlikely to come across its contribution.

Explaining the theory behind AutoTLDR bot.

Subreddit Simulator – Reddit

Subreddits on Reddit center around certain topics or types of content. Subreddit Simulator is a collection of bots that source material from other Reddits and, often quite randomly, create new posts and material based on that. Its most popular post is sourced from the “aww” Subreddit and most likely sourced two different posts to create this:

Rescued a stray cat

Check out other top posts here. Again, the reason why it works well is because of human curation. People closely follow Subreddit Simulator and upvote remarkable outcomes, like the above.

wayback_exe – Twitter

Remember the internet when it had an intro tune? wayback_exe takes you back to the days of dial up and provides your Twitter feed with regular screenshots of retro websites. By now, it’s basically art.

It uses the Internet Archive’s Wayback Machine, which has saved historic snapshots of websites.

old site 1

old site 2

pixelsorter – Twitter

If you’re into glitch art, you’ll love pixelsorter. It’s a bot that re-encodes images. You can tweet it an image and get a glitched out version back. Sometimes it talks to other image bots like badpng, cga.graphics, BMPbug, Lowpoly Bot, or Arty Bots. With amazing algorithmic results.

 

Generative bot – Twitter

Generative bot

Generative Bot is one of those bots that makes you realize: algorithms are able to produce art that trumps 90% of all other art. It uses some quite advanced mathematics to create a new piece every 2 hours. Seeding your Twitter feed with occasional computer-generated bits of inspiration.

Want more inspiration? We previously wrote about DJ Hardwell’s bot.

What are your favourite bots? Ping me on Twitter.

 

If you want to learn to code, don’t learn to code

Code requires purpose.

You must want the computer to do something specific, such as displaying this text in the font you’re seeing right now.

When you learn to code, just for the sake of it, there is no purpose. Your enthusiasm will wane and as things get complicated, so will your motivation. If you want to learn to code, start with a purpose.

Try phrasing it like: I want to build X for (or to) Y.

  • I want to build a newsletter for fans of secretarybirds;
  • a web page to showcase my skills;
  • a mobile app to send me new music when my favourite artist releases some.

Once you start, go for MVP: minimum viable product. It doesn’t have to be as good as other sites, it doesn’t have to be as beautiful, just get it to work. Figure out how you can tweak the CSS of WordPress themes to get your site to look like you want. You are now learning to code.

You’ll learn that what you code is never finished. Something can always be improved and it will stick out like a sore thumb to you, but nobody else will notice.

If you want to learn to code, start a side-project. Build something for yourself. Then make it useful to others.

Don’t have a side-project in mind? Start smaller. Automate one thing in your life using IFTTT. IFTTT stands for IF This Then That, which is one of the first lessons you’ll get in programming: if/then statements. If a certain condition is met, then execute this command.

IFTTT connects services that you use and then lets them interact based on conditions. Not only does it teach you about the basics of programming, you’ll also learn about APIs. Read what I wrote about IFTTT before.

Now get to work. 😉

Maybe some of these cool products can inspire you:


Shout out to Jelle for always reminding me of this.

Written for my weekly newsletter MUSIC x TECH x FUTURE. If you enjoyed reading this, please consider sharing and subscribing — it’s of great help.

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5 Easy Ways to Stay on Top of Trends (for Busy People)

There’s a certain advantage to being ahead of the curve. In an age of constant disruption, the benefits of learning about a new tool or technology before your competitors can be immeasurable. So how do you stay aware of new trends and developments in your field or industry? Below are 5 convenient ways. They just take a minute to set up.

Newsletters

Yes, it’s 2016. Yes, newsletters are one of the best ways to stay up to date on trends. Browse for great newsletters on NewsletterStash or Revue. If you’re using Gmail, you can add a +tag behind your name in your email address, so that incoming newsletters all get tagged the same way. Like so: name+newsletters@gmail.com. This helps you filter them into separate folders so they don’t clutter up your inbox. It’s called subaddressing and many email providers besides Gmail support it too.

Facebook Groups

For every topic you can think of, there’s a Facebook community. Members share relevant links relating to the topic and you may find the discussions useful too. Also, it can be a good way to connect to other professionals in your domain.

Reddit

Like Facebook, Reddit has a ‘subreddit’ for all kinds of topics, like privacy, transhumanism, freediving, the list goes on. Search for some interesting ones, subscribe to them, unsubscribe from the default ones, and return to Reddit regularly. You now have a curated page with links and discussions relevant to your interests.

Twitter

You probably already know the name of some thought leaders and interesting publications or blogs in your domain. Follow them on Twitter. See who they retweet. Follow them if relevant. See what recommendations you get to follow accounts. Soon you’ll have a constant flow of, more or less, relevant content.

You can also build lists of people who’ve posted tweets with a specific hashtag. Lists are a useful way to build more tailored streams.

You might even get to know more about the people you follow, where they get their information from, and perhaps discover a new newsletter, Facebook group or subreddit. Don’t forget about the unfollow button when someone keeps cluttering your feed.

Audible

Ever busy with your hands, but not that busy with your mind? Amazon’s audiobook service, Audible, offers audiobooks on every topic. It recently also incorporated podcasts in its app, so you can learn while you cook, workout, cycle, or shower. For a $15/mo membership, you get 1 free audiobook a month. You can actually try Audible for free and get two free audiobooks.

Here are some top notch audiobooks about the future and how to study it:

Got more? Ping me on Twitter.

Now that you’re all set up, why not learn how to efficiently share what you know on social media?


Disclaimer: yes, those are affiliate links. They help me keep the blog and newsletter running.

The 2010 Google Patent You Should Know About in Pokemon Go’s Wake

Six years ago, tech media widely reported a Google patent that would let it replace real-world ads on billboards, with virtual ones in Google Street View. Google, after all, is in the ads business, so if they create a virtual layer that represents the real world, they’re going to place their ads in that virtual layer.
Google Street View Patent 2

The VP of Product for Google Maps and Street View at the time was John Hanke. Hanke is also known for being the founder of Google’s internal startup Niantic, which was later spun off and created Pokémon Go. The game uses Google Maps for its virtual layer and has its own information layer on top of that. Pokémon Go has tens of millions of daily active players and has managed to do what Google Glass was supposed to do: make augmented reality mainstream.

John Hanke

Augmented reality is an excellent space for advertising. It generates a ton of data on users that helps you serve them with relevant, local and timely suggestions. The company to make the most money off of this, is not the one that does the advertising, it’s the one that owns the network. The large investments we’re seeing in virtual reality by the tech giants have nothing to do with games, or even the mundane applications of the technology they’re investing in. The investments are about who is going to control the primary augmentation layer people will use.

For some, it might be a lifelong dream to just create a cool augmented reality game that gets people off the couch and into the real world. But for others, this is about more – it’s a virtual land grab and defining the rules before others do, so they can scale these patents to their full potential.

Go deeper: read my longer think piece on augmented reality, advertising and music on the Synchtank blog.

Advertising, AR banner

The Global Implications of VKontakte’s New Music Licenses

Last week’s most important music business news could well be the deal struck between Russian social network VKontakte (VK), and all 3 major labels. It follows a long history of conflict between VK, sometimes referred to as Russia’s Facebook, and the music industry. It seems like the music will stay freely available to VK users, and the service will start testing various monetisation models through new functionality aimed at its music listeners.

Two major implications of this deal:

  1. VK was like a Napster meets Facebook. Anyone could upload music (and other types of media) to it and anyone else could retrieve and access that music. For free. Now, suddenly, this behaviour has become monetized.
  2. There is a global ecosystem of unlicensed music apps that rely on VK’s huge music database to source their content. I assume the majors were not willing to license that, so we should start seeing some of these apps struggle to maintain catalogue.

In Russia, music is social

To understand the significance locally, you should know a couple of things about Russia’s online music landscape. Due to the presence of basically every song you can think of on the country’s most popular social network, people have grown up consuming music inside a social layer. This has made the online music landscape in Russia inherently more social than in many other countries.

Facebook has Pages, VK has communities

A few years ago, the battle between VK and the music industry looked more like a war. It was threatening to destroy an important pillar in Russia’s live music business: the VK communities centered around music.

Moderators of these communities regularly post music to the groups, so for many of the groups’ followers it’s a way to get fresh playlists, find new songs, or connect to familiar tunes. There are groups for well-known superstars, like Drake, for local pop singers, like Dima Bilan, but also for lesser-known niche artist like the Dutch producer Boaz, who has worked with artists ranging from Major Lazer to Yellow Claw and has largely remained in the background.

When promoters are organising shows, they reach out to communities like these to connect to audiences of tens of thousands of people. Sometimes they pay moderators to promote a show, or just offer some free tickets. These communities have been instrumental in driving audiences to shows in Russia & other CIS countries. The fact that these groups can now survive is a big win for VK and the wider music business. Not only do they drive audiences to shows; they also provide valuable data that helps to identify tastemakers & influencers, and potential hits.

What should VK do next?

The presence of a vast music and video catalogue on VK has given it a good competitive advantage over Facebook. VK is the 3rd most popular site in Russia, way ahead of Facebook, which is number 8. It trails Yandex, Russia’s Google, which is reportedly discussing a partnership with Facebook.

VK must leverage its unique advantage to stay ahead of Facebook, and offer a unique, competing experience, that could also appeal to users outside of Russia. These users would already be locked into the Facebook ecosystem and will thus not be interested in joining VK as just another social network. Even if they would be, it’s unlikely VK as a classic social network can attain the critical mass it needs in new, Facebook-dominated markets.

Another threat is the rise of messengers including Telegram, which was founded by Pavel Durov, who also founded VK, but parted on complicated terms. Messengers have been an expected threat to social networks for years, which is why Facebook spent $21.8 Billion on acquiring WhatsApp and offered $3 Billion for Snapchat in 2013. More recently, Facebook has invested heavily in Messenger, launching a bot platform in April this year, which is now host to over 11,000 bots, like the DJ Hardwell bot.

VK is not well-equipped to compete with messengers, yet, and should start making efforts to maintain relevance in a mobile-first landscape, which in emerging economies may also mean mobile-only for big parts of its audience.

This means 3 things:
  1. VK is in dire need of a clear, focused mobile strategy;
  2. VK can use its licensed music & media offering as a competitive advantage;
  3. VK should consider unbundling in similar vein to what Facebook has done with Messenger, Instagram and WhatsApp, so that they can make products that will appeal to Facebook users, too.

Sidenote: VK is partly owned by Mail.ru, which also owns Russia’s second most popular social network Odnoklassniki. Both are included in this licensing deal. The latter has an older user base, so VK will have to target demographics below 35 years old.

Monetization

With all major licensed music services reporting losses, it’s unlikely that music on its own will be profitable for VK. It should consider it a loss lead for the foreseeable future and use it to strengthen its market position. This is not to say they shouldn’t start experimenting with monetization, they definitely should.

Key strategic points for VK:

  1. Stay away from subscription models for now – it is really complicated to convince people to start paying for something they’re used to getting for free. It’s something big parts of the music industry have struggled with for decades now – don’t let this thinking infect your business model.
  2. Carefully study the social data behind VK music communities – what drives interaction, what makes things go viral, what excites people, etc. VK, like Facebook, is in the ads business. These factors are not just crucial for developing new products, but also for their core business model.
  3. Focus on building a new social product for mobile that would fare well in today’s messenger landscape. One of its most important ingredients should be music.
  4. Add mictrotransactions. It’s the easiest way to get people to pay for digital goods in emerging markets. People are not used to recurring subscriptions, many people have pay-as-you-go mobile plans, and microtransactions play nice with mobile wallets, which reduces friction around payments.
  5. Do NOT connect the microtransactions directly to music. Get people to pay for things other than music, but use the music to drive those purchases. For example, imagine if musical.ly were to charge users for video filters. Creating the association of paying for music will kill your business before starting. First, let people get used to making payments around music. VK already has experience in selling virtual goods, like avatars, virtual flowers, etc.

I believe microtransactions, in VK’s case, are more likely to bring repeat revenue from users, at a larger scale, than subscriptions can. If they must do subscription — offer new functionality instead of pay-gating what users already had for free. Make it different from established players like Zvooq or Yandex.Music, or from Spotify which tried to launch in Russia and then withdrew. Bear in mind Soundcloud’s and YouTube’s difficulties in converting free users to subscribers. It’s notoriously difficult to convert users from unlimited free to paid. Price for impulse decisions, so people pay before doing the math that they can do workarounds to get the music they want without paying.

VK, now licensed, is probably the largest social music service. Where music services have always struggled to create a functional social layer, VK has managed to blend music and social networking seamlessly. It will be interesting to see what’s next.


Written for my weekly newsletter MUSIC x TECH x FUTURE. If you enjoyed reading this, please consider sharing and subscribing — it’s of great help.

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