The Algorithm

The automated system streaming platforms use to decide which songs to recommend to which listeners, based on listening behavior.

Why this matters

Artists talk about 'the algorithm' like it's one mysterious thing, but it's really just a system reading listener behavior and reacting to it, and understanding that behavior is more useful than trying to trick it.

What is it?

The algorithm refers to the automated systems streaming platforms use to decide which songs to show to which listeners, in places like Discover Weekly, Release Radar, autoplay queues, and algorithmic playlists like Spotify's Radio or genre mixes. It's not one single thing, it's a set of systems, but artists tend to talk about it as one collective force.

These systems work primarily off behavior, not opinion. They watch what people actually do: do they save the song, do they skip it, do they listen to the whole thing, do they follow the artist afterward, do they add it to their own playlists. Songs that produce more positive behavior signals get shown to more people; songs that get skipped a lot get shown to fewer.

This means the most reliable way to work with the algorithm isn't a secret trick, it's making a song that holds attention and encourages saves, and then getting a first wave of real listeners to interact with it in those positive ways. The algorithm is mostly just measuring what real humans already think of your song.

A simple example

When Kofi releases 'Undertow,' the first 500 listeners come mostly from his own fans sharing it directly. A large portion of them save the song and listen to the whole thing. Spotify's algorithm reads that as a strong quality signal and starts placing the song into Discover Weekly playlists for listeners with similar taste, well beyond Kofi's own following.

Why you should care

Understanding how the algorithm actually works, reading behavior rather than granting favors, helps artists focus effort on things that genuinely matter, a strong opening, an engaged first audience, rather than chasing rumored tricks that don't actually move the needle.

When you'll use it

Think about algorithmic behavior when arranging a song, planning a release, and mobilizing your first wave of listeners at launch.

Common mistakes

  • Believing in specific 'algorithm hacks' that promise fast, guaranteed growth, most don't hold up and can risk account penalties.
  • Ignoring the algorithm entirely and assuming only human curators and playlists matter.
  • Focusing on stream count alone while ignoring the behavioral signals, saves, skip rate, completion, that actually drive algorithmic reach.
Diamond tip

Focus your release week energy on getting real fans to save and finish the song, that behavior does more for algorithmic reach than any trick.

Keep reading

What Is a UPC Code?

A unique numeric code assigned to an entire release (single, EP, or album) that identifies it across stores and streaming platforms, similar to a barcode on a physical product.

What Is an ISRC Code?

A unique identifier assigned to a specific recording of a song, used to track plays, streams, and royalties for that exact version, distinct from the song's UPC.

What Is Metadata in Music Distribution?

The set of text information attached to your release, like song title, artist name, genre, and release date, that DSPs use to display and organize your music correctly.

What Is a Pre-Save?

A promotional tool that lets fans save an upcoming release to their streaming library or playlist before it's even out, so it appears automatically on release day.

Release Checklist

A running list of every task that needs to happen before a song can go live, used to make sure nothing gets missed.

Royalties

The recurring payments you earn every time your song gets streamed, sold, played on the radio, or used somewhere else.

Mechanical Royalties

The royalty paid to songwriters whenever their composition is reproduced, including every stream and download.

Performance Royalties

The royalty paid to songwriters when their composition is performed publicly, including radio, live shows, and some streaming plays.

Publishing

The business of owning, registering, and collecting income from the songwriting side of your music, separate from the recording.

Split Sheets

A simple written document that records who wrote what percentage of a song, signed before disputes can happen.

PROs (Performing Rights Organizations)

The organizations, like ASCAP and BMI, that collect performance royalties on behalf of songwriters and pay them out.

What Is a Music Distributor?

The company that takes your finished song and delivers it to Spotify, Apple Music, and every other store or streaming service.

What Are DSPs?

DSP stands for Digital Service Provider, the industry term for streaming platforms and download stores like Spotify, Apple Music, and Amazon Music.

What Is DistroKid?

A widely used digital distributor known for its subscription-based pricing and fast turnaround from upload to release across DSPs.

What Is CD Baby?

One of the earliest and longest-running digital music distributors, offering artists a one-time payment model with no subscription required.

What Is TuneCore?

A long-established digital distributor offering distribution, publishing administration, and other artist services, historically priced per release.

What Is a Release Date?

The specific day (and often time) you choose for your music to go live on streaming platforms and stores, set in advance through your distributor.

Release Timeline

The full schedule of everything that needs to happen between now and release day, and after it, laid out with dates.

Playlist Pitching

Playlist pitching is the process of submitting your song to curators, whether that is Spotify itself or independent playlist owners, hoping to get added.

Editorial Playlists

Editorial playlists are playlists curated by a streaming platform's own staff, like Spotify's 'New Music Friday,' rather than by an individual listener.

EPK (Electronic Press Kit)

An EPK is a one-page digital packet with your bio, photos, music links, and contact info, built so anyone from a journalist to a booker can learn about you fast.

Streaming Payouts

How and roughly how much artists actually get paid for streams, and why the amount per stream varies so much between platforms.

Monthly Listeners

The number of unique people who played at least one of your songs on Spotify in the last 28 days, shown on your artist profile.

Mastering

The final audio polish applied to a finished mix, making it loud, consistent, and ready for release across all platforms.

Cover Art

The square image that represents your song or album everywhere it's sold or streamed.

Single

One song, released on its own. The most common way artists put out new music today.

Rollout

A rollout is the plan for everything you do before, on, and after release day to get people to actually hear your song.

Post-Release Plan

What you're going to do in the weeks after your song is out, so the momentum doesn't stop the moment it goes live.

Release Week

The seven days around your song going live, when most of your promotion, posting, and audience attention should be concentrated.

Delivery Deadline

The last possible day you can submit your finished song to your distributor and still hit your chosen release date.

EP

A short project, usually four to six songs, longer than a single but shorter than a full album.

Lead Single

The first song released from an upcoming album or EP, meant to set the tone and pull people toward the full project.

Copyright

The legal protection that automatically makes you the owner of anything original you create, including your songs.

Sample Clearance

The process of getting legal permission to use a piece of someone else's existing recording or composition in your own song.

Feature Agreements

A written agreement that outlines the terms when another artist appears as a guest performer on your song.

Put this into a real release plan

Diamond Release turns terms like this into dated steps for your single, EP, or album — with the full 160-article Encyclopedia inside.