How to Discover New Artists Similar to the Music You Already Love
Start with one artist, album, or genre you already like, then follow a similarity map outward instead of scrolling generic recommendation feeds. Unchartify is built for exactly this: it turns your starting point into an interactive flowchart of related artists and albums, covering 5,000+ Spotify-invented genres, with instant playback and support for both Premium and Free Spotify subscriptions. The approach below works whether you use that tool or another discovery method — the key is treating a known favorite as a seed rather than searching blindly.
Why "similar artist" discovery beats browsing charts
Chart and playlist browsing surfaces what's popular overall, not what's adjacent to your taste. Similarity-based discovery starts from a signal you've already validated (you like this artist), so every branch is a smaller, more relevant step. The tradeoff: you need a tool that actually maps relationships between artists, albums, and genres rather than just listing "fans also liked."
The core workflow
1. Pick a seed
Choose one of these as your starting point:
- An artist — best when you like a specific sound or scene.
- An album — best when you like one era or production style of an artist but not their whole catalog.
- A genre — best when you want breadth across a style rather than one lineage.
A single, specific seed produces tighter results than a vague mood. "Artist X's mid-period albums" beats "something chill."
2. Branch outward along similarity links
On a flowchart-style tool, each node is an artist or album, and edges represent similarity. Follow one branch at a time and note where it leads. Practical habits:
- Move one hop at a time so you can tell what actually changed your direction.
- When a branch goes cold, back up one node rather than restarting.
- Save or note the 2–3 nodes that worked; they become new seeds.
3. Filter to match your taste
Once you have candidates, narrow by:
| Filter | Use it when |
|---|---|
| Genre | You want to stay inside a style or deliberately cross into an adjacent one |
| Era / release period | You prefer an artist's early or later sound |
| Release type | You want albums vs. singles vs. new releases |
4. Play without leaving the flow
Instant playback matters because discovery is a loop: listen → judge → branch. If you have to switch apps to preview each recommendation, you'll abandon the loop early. Tools that play tracks inline keep the decision in the same screen where you found the artist.
Free vs. Premium: what to expect
Unchartify states it works with both Premium and Free Spotify subscriptions, so the discovery flow itself isn't gated behind a paid tier. What differs is the playback experience on Spotify's side — Free accounts include ads and shuffle/on-demand limits that Premium removes. The discovery tool doesn't change that; it just doesn't require Premium to use.
Common sticking points
- Too broad a seed → generic results. Narrow to an album or a specific era.
- Too many hops → you end up somewhere unrelated to why you started. Cap yourself at 2–3 hops per session.
- Skipping playback → you collect names but never confirm the fit. Preview before saving.
- Ignoring genre labels → Spotify's invented genre tags are often more precise than "similar artist" alone; use them as a second filter.
A concrete example
Say you like an artist's early, rawer albums. Seed with that album, not the artist. Branch to similar artists, filter to the same era, preview two or three tracks inline, and keep only the ones that hold up. Then re-seed from the best find and repeat once. Two rounds usually produces a shortlist worth a full listen — far more efficient than starting from a genre-wide playlist.