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Wednesday, September 9, 2026
AA Digital SoundRADIO CULTURE & MUSIC DISCOVERY
Records · Artists · Live Sound
Discovery

How playlist editors pick the tracks you hear

Editorial playlisting is a craft with gates, benchmarks and taste calls — here is what actually happens between a submission and an add.

By Oliver Grant · 5 min read
Curator's desk with headphones, notebooks and stacked CDs, morning light
How playlist editors pick the tracks you hear | AI-generated illustration

Editorial playlist curators pick tracks through a layered process: labels and artists submit through official channels, editors screen for fit with a list's brief, and candidates pass benchmarks — completion rates, skip behavior on early placements, catalog context — before a track moves up to bigger lists. The craft sits halfway between radio programming and magazine editing, and it is far more human than the word "playlist" suggests. Understanding the gates explains why some excellent records stall and some odd ones travel.

AA Digital Sound publishes information about playlist culture — this is not a placement strategy, and nothing here is advice on courting any particular programmer.

What is an editorial playlist, exactly?

An editorial playlist is a list maintained by named people rather than by code. Streaming services employ genre specialists — many hired from radio, label A&R and music journalism — who program flagship lists the way a music director programs rotation. The distinction matters: an algorithmic list reacts to your history, while an editorial list expresses a brief, a point of view and a slot logic. Reuters' coverage of the streaming business has repeatedly noted that playlist placement has become the modern equivalent of radio adds, with labels treating major editorial slots as campaign milestones. That is why the selection process has gates.

How does a track get in front of an editor?

There are two doors. The formal door is the submission system: labels pitch upcoming releases with taglines, context and release dates, and independent artists submit their own metadata through artist platforms, usually weeks ahead of release. The informal door is everything else — what editors hear from their own networks, live shows, other playlists, public radio, and mail from trusted publicists. Editors interviewed over the years consistently describe the informal door as the busier one. A pitch's job is not to persuade; it is to make the editor's screening pass faster — accurate genre tags, a one-line hook, and context for who the artist is.

What happens in the screening pass?

The first listen is a fit test, not a verdict. Editors describe scanning against the list's brief: tempo and energy curve, sonic texture relative to neighbors, vocal style, language, era mix if the list spans decades. A metal editor once summarized the discipline plainly — the question is not whether the track is good, but whether it belongs on this list at this position. Position matters more than outsiders assume: opening slots favor strong intros, mid-list slots absorb mood shifts, and the back half is where editors take chances. A track that fails fit may be routed to a different list's editor rather than dropped.

Related stories: How to build a balanced weekly listening habit · The best ways to discover new music beyond the algorithm.

Do data and benchmarks decide the adds?

Partly, and increasingly so. Once a track lands on a smaller list, its early performance — how many listeners finish it, save it, or skip inside the first thirty seconds — feeds the decision about promotion to larger lists. Completion and save rates are the currency; skips are the penalty. Independent artists can move the needle the same way: an engaged existing audience that actually finishes songs can carry a self-submitted track into editorial view, which is documented in platform case studies and label campaigns alike. The data does not replace taste — it ranks the candidates taste already approved.

Where does taste still override the numbers?

In the margins that make a list worth following. Editors keep room for what they call passion adds — a track the programmer believes in against the benchmark grain — because a list that never surprises stops earning trust. This is the same instinct radio programmers have used for decades, and many playlist editors are former programmers who brought the habit with them. The documented history of curation, from jukebox operators to college music directors, is a history of one person insisting a record deserves a shot; editorial playlisting is simply the current container for that role. The Library of Congress's recorded-sound collections preserve how far back the programmer's gatekeeping role goes.

What gets a track passed over?

  • Poor fit with the list's brief, however strong the song — the most common rejection.
  • Weak first thirty seconds, because early skips damage both the track and the list's metrics.
  • Unclear metadata — wrong genre tags send a submission to the wrong desk.
  • Loudness or mastering problems that make a track sit badly between neighbors.
  • Pitch fatigue — blanket emails with no context for this list specifically.

Why should a listener care how the sausage is made?

Because the gates explain the texture of what you hear. When a flagship playlist feels coherent, that is fit-testing at work; when it suddenly takes a chance, that is a passion add; when a mid-size artist disappears after one placement, that is the benchmark math. Listeners who understand the mechanics can read lists more critically — and can recognize that the most interesting curation still comes from editors whose names are attached to their work, whether that work ships as a radio show, a newsletter or a playlist.

The editor's question is not "is this good?" but "does this belong here, at this position, this week?"

Frequently Asked Questions

How do playlist editors actually choose songs?
Editors screen submissions against a list's brief — fit, tempo, texture, position — then apply performance benchmarks like completion and save rates once a track is live. Taste and passion adds still decide the margins, but data ranks the candidates taste approved.
Can independent artists get onto editorial playlists?
Yes, through official artist submission tools weeks before release. Early engagement metrics — finishes and saves rather than raw play counts — carry the most weight, so an engaged existing audience matters more than a large passive one.
Are editorial playlists just algorithms?
No. Editorial lists are maintained by named genre specialists, many from radio and A&R backgrounds. Algorithmic lists react to your history; editorial lists express a brief and a point of view, which is why they can surprise you.
Why did a song I love vanish from a big playlist?
Placements are monitored. If skip rates climb or completion falls once a track moves to a larger list, it is rotated out in favor of candidates with stronger early metrics. It is benchmark math, not a judgment on the record.

Sources

  1. Reuters' coverage of the streaming business