Whether you’re in the production or commercial music space, your playlists likely require a regular stream of new music to stay relevant. That’s a lot of work — or at least it used to be.
With Dynamic Playlists, an AI playlist generator feature built on our Similarity Search technology, you can quickly update any playlist — as often as you like, with as many tracks as you need. Every new track fits perfectly.
It’s ideal for diverse catalogs and ever-growing playlists. Or, to get more specific:
Here’s how it works
Once you give Dynamic Playlists a playlist to analyze, our Similarity Search technology, an AI music curation engine behind our platform, uses audio analysis — not tagging or metadata — to understand your playlist’s theme (also called its sonic profile or vibe) and identify new tracks that fit naturally.
It then suggests new tracks that match perfectly, automatically updating your playlist with fresh, on-brand music.
No tagging or manual search. Just continuously evolving playlists powered by sound itself.
Production music
A great way to showcase a catalog’s diversity to clients like TV editors is through playlists that highlight topical segments (e.g., drama, horror, morning shows). But keeping them updated is rarely a priority — and even if it were, there aren’t enough hours in the day to get it done manually.
With Dynamic Playlists, each topical playlist can be periodically refreshed with a consistent stream of new, perfectly fitting music straight from your database. That means your clients get a continuously updated listening experience, while your catalog stays active and discoverable — surfacing hidden gems that might have stayed buried.
Commercial music
When your platform’s business model relies on loyal users streaming and listening to music, even the best playlist can start to feel overplayed or outdated. With Dynamic Playlists, you can add music at a pace that fits your needs — daily, weekly, or monthly. The system ensures new tracks blend seamlessly with your existing sound.
It’s an AI playlist maker that boosts listener retention, engagement, and discovery while reducing the manual workload for your curation team.
Why AI-powered playlists matter
As music catalogs grow, finding and surfacing the right tracks becomes harder. AI playlist tools like these ensure your playlists stay dynamic, cohesive, and discoverable.
By using audio-based AI search, Dynamic Playlists evolve naturally with your catalog — bringing new uploads to life, highlighting trends, and increasing the lifespan of your music assets.
For sync libraries, this means faster pitching and better client matches. For commercial platforms, it means higher user satisfaction and fewer skipped tracks.
Seamless integration across AIMS products
Dynamic Playlists is built on the same technology as Similarity Search, meaning it listens to your catalog’s sound — not just its metadata.
Pair it with Smart Projects for instant playlist creation or Prompt Search for natural language discovery. Together, they form a complete AI curation ecosystem designed for professional music teams who want smarter ways to organize, discover, and showcase music.
Discover more with AI playlist generation
Looking for a faster way to build playlists from scratch? This technology also acts as a smart playlist tool which can generate or expand playlists automatically based on any track, theme, or mood. Start with one reference, or even a scene description, and instantly build a cohesive, creative playlist ready for sync, streaming, or catalog use.
It’s playlist creation reimagined — intuitive, intelligent, and scalable.
More about AIMS Curation
Dynamic Playlists is one of two AIMS products made to suit all curation purposes, the other being Smart Projects (automated playlist creation).
Rooted in our AI-powered Similarity Search technology, our products let you compile and update playlists while you only do a fraction of the work — namely the creative part.

