Peloton AI Music: It’s Not What You Think

Members are noticing unfamiliar tracks in Barre, and Pilates classes. The answer is more nuanced — and less alarming — than the Reddit posts suggest.

Peloton AI music complaints have been building on Reddit for weeks, with members convinced the platform is pumping AI-generated tracks into Barre, Pilates, and Strength classes. The tracks are unfamiliar, the artists are unknown, and the vibe feels off. But the label “AI music” is not quite right — and the distinction matters.

What Members Are Actually Hearing

The artist name showing up in members’ Peloton class playlists is dreem. According to the Peloton app, dreem has tracks appearing in at least three classes: a 30-minute Barre class with Ally Love (added May 19, 2026), a 30-minute Barre class with Hannah Corbin (added May 11, 2026), and a 20-minute Full Body Strength class with Rebecca Kennedy (added March 5, 2026). One Reddit commenter also flagged that Rebecca Kennedy’s Pilates classes from April 19 feature the same type of music.

The reaction on Reddit has been swift and blunt. One user with seven years as a Peloton subscriber wrote that they would cancel their Peloton membership if this is the direction the company is heading. Another commenter reported that 7 of the 10 most recent Barre classes now feature these generic playlists. A top-voted comment put it simply: this would be a dealbreaker.

Peloton AI Music: The Real Story

Here is where the nuance comes in. Dreem is not an AI music generator. Dreem is an artist, represented by Epidemic Sound,  a well-established licensing platform used by creators, brands, and fitness companies worldwide. Epidemic Sound’s own documentation is unambiguous on this point: their catalog of more than 50,000 tracks is created entirely by real artists. They use AI to help with editing and discovery tools, but not to generate music.

That said, royalty-free music and AI-generated music share some traits that make them easy to conflate. Both tend to feature artists who are not household names. Both are often designed to function as background audio rather than foreground listening. And both can feel generic compared to the chart-driven, curator-selected playlists Peloton members are used to.

Why Peloton Is Using It — and Where

This potentially connects directly to the Peloton–Spotify partnership. Royalty-free licensing is significantly cheaper than securing rights to major-label tracks, and Peloton has been navigating music licensing costs as a central business challenge for years. The classes where dreem tracks appear — Barre, Pilates, Full Body Strength — are not the classes where playlist energy is the primary driver of performance. Those modalities function differently from high-intensity cycling or running, where the sync between music and output metrics is part of the product.

One Reddit commenter noted that Apple Fitness+ has been using similar royalty-free music for approximately three years, with the practice concentrated in yoga and reflection classes. The commenter also suggested the practice may have followed a former Apple Fitness+ executive who moved to Spotify in recent months.

The Broader Spotify Context

For anyone who follows music industry reporting, this is not a surprise. Ted Gioia at The Honest Broker has extensively documented Spotify’s history of promoting what the company internally called “Perfect Fit Content” — lower-cost tracks seeded into playlists in genres where listeners use music passively, including ambient, classical, and lo-fi beats. Journalist Liz Pelly’s investigation for Harper’s Magazine documented an internal Spotify program designed to grow the percentage of streams from music that costs the platform less. The Peloton Spotify partnership launched with promises of deeper music integration. Royalty-free tracks in lower-intensity classes may be part of that financial equation.

What Members Can Do Right Now

Peloton has not issued a public statement addressing the royalty-free music in classes. Several Reddit users recommended rating the music component of a class low, while being careful not to drag down a class rating for the instructor’s work. The risk is none of us know exactly how instructors are rated and being seen as picking “bad music” could be detrimental to the internal metrics.  Others suggested using the Just Work Out feature, which allows members to bring their own playlist rather than relying on the in-app audio. This is likely a difficult line for Peloton to walk – wanting to keep costs as low as possible, while keeping members happy.  It’s also important to note that, even with these changes, Peloton still has the most robust music offerings in the fitness space.  The community is watching whether Peloton’s class completion metrics and music ratings shift as more members encounter these playlists and respond accordingly.

The Clip Out is an independent Peloton news site with reporting, analysis, and community insights. We deliver breaking updates, feature reporting, and expert context on the stories driving the community and the industry.

Our weekly podcast offers deeper conversation and perspective, and you can find us on Apple Podcasts, Spotify, iHeart, TuneIn, and YouTube Music. You can also follow us on our socials on Facebook, Threads, Instagram, BlueSky, and YouTube.

See something in the Peloton universe that you think we should know? Visit us at theclipout.com and submit a tip.