Analyze
We break your track down into its audio and lyrical DNA.
Trained on 560,000+ real songs
Discover your musical potential
What if you could know how your new song will land – before it's even released?
Whether you're an artist, manager, label, or publisher, you know the problem: which single should come out first? Which song deserves your marketing budget? And how sure are you, really, that your track has what it takes to be a hit?
Popularity Score
87/100
560k
songs in the model
44
dimensions compared
0–100
popularity score
~2 min
per analysis
The music business means risk
Production, mixing, mastering, promotion – it all costs money, time, and energy. And yet there's always that nagging question: will the song take off, or just disappear?
This is where HitPredict helps
With a single upload, you get a clear, data-driven assessment of how much potential your song has. Our Popularity Score (0–100) tells you how likely it is that your track will blow up.
The process
🚀 How does it work?
When you upload your song, a lot happens behind the scenes: we analyze your track inside and out – tempo, danceability, mood, lyrics, emotion – basically everything that makes a song unique.
Compare
We measure it against a database of over 560,000 songs.
Predict
Our XGBoost model – a professional-grade machine learning tool – judges its potential.
Score
You get a score from 0–100 – the higher it is, the closer you are to your next big hit.
🎯 Why it's worth it
You get honest, data-driven feedback.
You can work on your sound in a targeted way.
You make better calls on which song to release first.
Word of mouth
What people are saying
"I used to just go with my gut. Now I check HitPredict first. It helped me pick the right singles for my last record – and it called every one correctly."
"I usually just freestyle everything – but HitPredict still called my best freestyle correctly. Score: 89. Respect, machine."
"As a DJ, you need to know which track sends the crowd over the edge. HitPredict helped me pick the biggest bangers for my last tour. No more guessing."