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See Where Your Song Fits in the Commercial Music Landscape
Upload your song and discover the Billboard charts, hit songs, and artists it aligns with most closely, based on more than two decades of charting music.
Identify commercial fit. Discover new opportunities. Find better ways to position and pitch your music.
Analyzed against 10 major Billboard charts dating back to 2000.

Your Song in Commercial Context
You know what your song sounds like to you. But where does it sit in relation to music that has actually succeeded on the Billboard charts?
ChartCipher Compass analyzes your song and lyrics against more than two decades of Billboard charting music to reveal the commercial relationships surrounding it.
See which songs are most similar to yours. Discover the artists whose successful music has the strongest affinity with your song. Find out which Billboard charts your song aligns with most closely.
And go beyond the comparisons with a detailed description of your song that gives you clear language for positioning, presenting and pitching it.
What Can ChartCipher Compass Reveal?
01 — Chart alignment
Your Strongest Billboard Chart Alignments
See which of 10 major Billboard charts contain music most similar to your song.
Identify where your song may have the strongest commercial fit and whether it shows meaningful alignment with more than one market.
This can help you:
- Identify the commercial lane most relevant to your song.
- Discover potential crossover opportunities.
- Consider markets and audiences you may not have previously targeted.
- Compare multiple songs when deciding which track may be best suited to lead a release.
02 — Song similarity
The Hit Songs Most Similar to Yours
Discover Billboard-charting songs that share the strongest characteristics with your track.
Instead of relying solely on genre labels, intuition or the handful of reference songs already familiar to you, ChartCipher Compass shows you where your song sits within more than two decades of commercially successful music.
See which successful songs are closest to yours overall and how those relationships change when you look separately at sound, lyrics, writing style and composition.
03 — Artist affinity
The Artists With the Strongest Affinity to Your Song
Discover which artists have the strongest concentration of charting songs that resemble yours.
These artist affinities can reveal opportunities that may not be obvious from genre alone.
Use them to:
- Identify potential new fan bases whose musical preferences may already align with your sound.
- Discover adjacent artist lanes that could expand how you position your music.
- Identify artists who may be particularly relevant when pitching songs.
- Inform decisions about potential collaborators, producers or featured artists.
- Uncover artist relationships you may not have considered.
Go Beyond “Sounds Like”
Two songs can sound similar for very different reasons.
ChartCipher Compass analyzes every comparison through four distinct prisms, giving you a much deeper view of what is creating the relationship.
Each comparison includes an overall similarity score as well as individual scores across all four prisms, so you can see not only what your song resembles, but the different dimensions in which those relationships exist.
Sound Alike
Similarities in the sonic characteristics of a song, such as instrumentation, rhythm, timbre, etc..
Lyrical Theme
Similarities in how closely the subject matter and narrative of a song align, such as in lyrical mood and theme.
Writing Style
Similarities in literary and linguistic devices such as structure, lyrical register, rhyming and stressing patterns, etc.
Composition
Similarities in underlying harmonic and melodic characteristics such as chord usage, cadences, vocal hooks, etc.
Turn Your Analysis Into Language You Can Use
Understanding your song is valuable. Being able to communicate it clearly is just as important.
ChartCipher Compass generates a detailed description of your song based on its musical, lyrical, writing and compositional characteristics.
ChartCipher Compass turns complex analysis into language that helps you explain what your song is, where it fits and why it may be relevant.
Use that description to help:
- Pitch your song to artists, publishers, managers and A&R teams.
- Present your music more clearly to labels, distributors and other industry partners.
- Strengthen song and artist one-sheets with more specific language.
- Write better submission descriptions for industry opportunities.
- Develop creative briefs for collaborators, producers and marketing partners.
- Give others a faster understanding of your song without relying on vague genre labels or generic “sounds like” comparisons.
Different Songs Can Reveal Different Opportunities
ChartCipher Compass isn't designed to tell you whether a song is “good.” It helps you understand the commercial context surrounding it.
That context can reveal very different opportunities depending on what you are trying to accomplish.
Creators
Artists, Songwriters & Producers
Identify where your song may have the strongest commercial fit, discover crossover potential, uncover potential new fan bases, make more informed single-selection decisions and find more accurate ways to position your music.
Artist & Repertoire Teams
A&R, Record Labels & Artist Managers
Assess where a song may fit commercially, uncover crossover opportunities, identify potential new audiences, determine which tracks warrant deeper attention and bring additional context to single-selection and collaborator decisions.
Publishing & Catalog
Publishers, Catalog Owners & Music Companies
Identify the markets and artists most relevant to a song, expand the universe of potential pitches, uncover new opportunities for older or overlooked repertoire and surface relationships that genre and traditional metadata can miss.
Education
Educators, Colleges, Universities & Music Programs
Connect student work directly to commercially successful music, demonstrate how songs can cross traditional genre boundaries and give students a hands-on way to explore how their creative choices relate to the marketplace.
More Than Two Decades of Billboard Chart History
ChartCipher Compass compares your music against songs that have charted across 10 major Billboard charts dating back to 2000.
This gives you a broad commercial frame of reference that extends well beyond a single genre, artist or moment in time.
Billboard Hot 100 | Pop Airplay |
|---|---|
Hot Dance/Electronic Songs | Hot R&B/Hip-Hop Songs |
Hot Rock Songs | Hot Country Songs |
Country Airplay | Streaming Songs |
Digital Song Sales | Radio Songs |
How It Works
1
Upload Your Song
Upload an MP3 or WAV file and add your lyrics.
2
ChartCipher Compass Analyzes It
Your song is analyzed against more than two decades of music that has appeared across 10 major Billboard charts.
3
Explore Your Results
Discover:
- Your strongest Billboard chart alignments
- The hit songs most similar to yours
- The artists with the strongest affinity to your song
- Overall and four-prism similarity scores
- A detailed description of your song
What Could Your Song Reveal?
Maybe the chart you assumed was your strongest fit isn't.
Maybe your song has meaningful characteristics in common with successful music in two different markets.
Maybe the artists most closely aligned with your sound have audiences you have never considered targeting.
Maybe a song sitting in your catalog has new relevance to an artist or market that did not exist when you wrote it.
ChartCipher Compass gives you a new way to uncover those possibilities.
Built for Insight, Not Hit Prediction
ChartCipher Compass does not predict whether a song will become a hit, guarantee chart performance or determine whether a song is “good.” It analyzes the relationships between your music and songs that have achieved Billboard chart success.
The result is a deeper, data-informed understanding of where your song fits, what it relates to and what opportunities those relationships may reveal.
See Your Song in a New Context
Discover where your music aligns with more than two decades of Billboard charting songs, artists and markets.
© 2026 ChartCipher. .