Part of the topic guide Pre-Save Links and Release-Day Promotion

How Spotify Recommends Music: Your Part

By WBBT Records· Published 14 May 2026· Updated 25 October 2026· 10 min read· How we write our guides

Spotify has never published a formula for how it recommends music, and anyone who sells you one is guessing. What it does publish, in help pages and interviews, is a description of the kinds of playlist it makes, the signals it uses in general terms and a handful of rules that artists can act on. This guide separates those three things: what Spotify has said, what you can influence, and what circulates as fact without a Spotify source behind it.

It uses public primary sources only and dates the older ones, because Spotify’s systems change. It states no exact trigger, because none has been published. If you are planning a release, pair it with the pre-save and release-day guide.

What Spotify has actually published

Spotify’s help page on playlist types says personalised playlists are unique to each listener. They are built by algorithms that look at what a person is listening to and when, which songs they add to their own playlists, and the listening habits of people with similar taste. In an October 2021 interview on the Spotify Newsroom, its vice president of personalisation described a system that learns from roughly half a trillion events a day, such as searches, listens and likes, and said there is no single Spotify experience, because every listener gets their own.

That interview presents the matching as Spotify’s work. It does not say artists can steer it directly. In the pages we read for this guide, Spotify gives no save count, no first-day window, no skip rate and no ranking formula. Keep that in mind each time you read an exact number.

The playlists, and your part in each

Type	Who builds it	What an artist can do
Editorial	Spotify’s editors, who are genre, lifestyle and culture specialists.	Pitch an unreleased song through Spotify for Artists. A pitch is a request.
Personalised, “Made for” a listener	Algorithms, working from each person’s listening and the habits of similar listeners.	Spotify describes no direct route. Release Radar is the exception, covered below.
Personalised editorial	Editors choose a pool of songs and the algorithms choose from it for each listener.	Pitch to the editors. In July 2020 the editors said there was nothing specific you can do to get on this kind of playlist.
Listener playlists	Spotify users.	Make music people want to keep. Spotify says what fans add tells it what they like and what to recommend.
Artist playlists	Artists, who can post them to their profile.	Build your own. They are yours to run.

Release Radar: the one with published rules

Release Radar is the playlist where Spotify is most specific, so it is the most useful to understand. According to its help page:

It is a playlist of new releases that updates every Friday, drawn from artists a listener follows, artists they listen to and other artists Spotify thinks they will like.
If you pitch a song, that song goes to your followers’ Release Radar. If you do not pitch, Spotify chooses which song from the release to include.
To pick the song, pitch at least seven days before release day. Deliver the music at least seven days before release to be included in the first week.
A song is left out if the listener has already played it. Each listener gets one song per artist per week, and a song can appear for up to four weeks if they have not heard it.
Re-releases of existing songs, Various Artists releases and some alternate versions such as acoustic, karaoke and live are excluded. Remixes are included.
Placement depends on factors such as release date and predicted interest from past listening.

The page does not guarantee inclusion and does not mention pre-saves. Following you is the part you can influence directly: followers receive songs from your new release. To see whether your song is on listeners’ Release Radar, open the Playlists tab in the song’s stats in Spotify for Artists.

Discover Weekly, Radio, Autoplay and the Mixes

Discover Weekly is the best known. In a May 2019 post Spotify said it refreshes every Monday with 30 songs, that hearting a track, following an artist and adding a track to a playlist are signals of interest, and that playing a song once without replaying or hearting it does not affect it. That was more than seven years ago, so read it as a description of the idea, not as a current specification.

Radio, Autoplay and the Daily, Artist, Mood, Decade and Genre Mixes are other personalised places where a song can be played. Spotify lists them together under programmed sources in its Source of streams report and as the Discovery Mode contexts, but it publishes no rule for entering them. The honest summary is that you reach these places by being the kind of artist a listener has chosen to hear: followed, saved and played again. The Discovery Mode guide covers the one paid way Spotify itself offers to flag priority songs, and why you should measure its cost before using it.

What you control

The right profile. Wrong artist mapping splits your data and your followers. See setting up Spotify for Artists.
Delivery and the pitch, on time. Deliver and pitch at least seven days before release, and allow more for review. The pitching guide covers what to write.
Accurate metadata. The genre, mood and credits you enter are what people and systems have to work with. The metadata checklist lists the common returns.
Reasons to follow and save. A clear profile, a pre-save link and a release-day message give listeners a way to act. They are not a lever on the system.
Honest promotion only. Do not buy streams or placements. Spotify says confirmed artificial streams do not influence recommendations, and that paid services guaranteeing streams or placement break its terms.
Cadence. A steady schedule keeps followers receiving Release Radar songs. It is a habit you control and a promise you can keep.

Claims you will meet, and what Spotify has published

Use this table when an article, video or seller gives you a rule. “Not published by Spotify” means that we found no Spotify page stating it, not that it is false.

Claim	What Spotify has published	Status
You need a set number of saves or streams in the first 24 hours.	No page that we read gives a threshold or a time window.	Not published by Spotify
A pre-save makes Spotify promote the release.	The Release Radar page does not mention pre-saves. Its timing advice is to deliver and pitch at least seven days ahead.	Not published by Spotify
Editors look at your follower count.	Spotify’s editors said in July 2020 that followers and monthly listeners do not factor into their decisions.	Contradicted by Spotify’s editors, 2020
Your distributor affects playlisting.	The same Q&A said editors do not look at distribution information when listening to new pitches.	Contradicted by Spotify’s editors, 2020
You must release on a Friday.	Release Radar updates on Fridays and a song can appear for up to four weeks. No Friday rule is stated.	Not published by Spotify
You can pay for a place on an official playlist.	The editors said you cannot, and Spotify says services guaranteeing playlist placement for payment break its terms.	Prohibited by Spotify
Fake streams push you into recommendations.	Spotify says confirmed artificial streams do not influence its recommendation algorithms.	Spotify says the opposite

How to read the Source of Streams report

The report is the one place where Spotify shows you, for your own music, how listeners found it. In Spotify for Artists open the Audience, Song or Release page and look under Segmentation for Source of Streams. You can filter by period, country and metric, which is streams, listeners or streams per listener.

Spotify splits the sources into two groups. Active sources are where a listener went looking: your artist profile and catalogue, their own playlists and library, and their queue. Programmed sources are where Spotify or another listener picked the music for them: editorial and personalised editorial playlists, personalised playlists, autoplay and mixes (including Discover Weekly, Release Radar, Radio, Daily Mix and daylist), and other listeners’ playlists.

Three cautions apply. Listeners can arrive from several sources, so the subtotals by listener may add up to more than your total number of listeners. The statistics are recorded in UTC and you cannot change the time zone. And one report is a snapshot, not a verdict. Compare like with like: the same song age, the same number of days after release, the same filters. A first-week split that is mostly programmed says one thing about a new release and another about a catalogue song three years old.

A routine for the first four weeks

When	What to do
Before release	Check the profile, deliver and pitch at least seven days ahead, and agree what you will compare afterwards.
Release week	Open the song’s Playlists tab to see whether it is on Release Radar. Save a dated screenshot of Source of Streams.
Weeks 1 to 4	Once a week, record streams, listeners, saves and the share from active and programmed sources, using the same filters.
After four weeks	Compare with your previous release at the same age. Write down what you would repeat and what you would drop.

Keep audience figures and royalties apart. Statements follow monthly reporting cycles after the stores’ reports are processed, as the WBBT FAQ explains, and a stream count is not a payment. Music royalty splits and payouts shows how the money moves.

Frequently asked questions

Is there a best day or time to release a song?

Spotify has not published one. Its Release Radar page says the playlist updates on Fridays and that a song can stay for up to four weeks for a listener who has not played it, and it does not say that a Friday release is required. Choose a day you can support with your own announcements, and give the release enough lead time to pass review.

Can I apply to be on Discover Weekly?

No. Discover Weekly is personal to each listener. Spotify’s own description says it is shaped by what that person plays, follows and adds to playlists. What you can do is deliver clean metadata, keep your profile right and give people reasons to follow and save. Nobody can promise a place on it.

Do pre-saves make Spotify promote my release?

There is no published rule that says so. Spotify’s Release Radar page does not mention pre-saves. A pre-save is still a fair way to tell listeners that the release exists and send them to it on day one, which is how the release-day guide treats it.

Do skips or saves decide whether a song is recommended?

Spotify’s pages that we read give no skip rate, save count or time window. Spotify says it uses listening and interaction signals at very large scale, which does not tell you a threshold. Be wary of any article or seller that gives you an exact number.

Does my choice of distributor affect playlisting?

Spotify’s playlist editors said in a July 2020 Q&A that they do not look at distribution information when listening to new pitches. The same Q&A said followers and monthly listeners do not factor into their decisions. Those are old statements, so treat them as context, not as a current rule.

Will buying streams make the system notice me?

Spotify says the opposite: confirmed artificial streams do not earn royalties, do not count towards public numbers or charts and do not influence recommendations. They can also put the release and your distributor account at risk. See artificial streams and what to do.

Sources and next steps

These are Spotify’s own pages behind the points above. Several are old, and the dates are given in the text for that reason. Check the current wording before you act on a detail.