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AlgoRythm

AlgoRythm

Stats Toolbox for Apple Music

4 ratings
2 reviews
🔧 Utilities
🎵 Music
Free
In-App Purchases

Details

  • Released
  • Updated
  • May 26, 2026
  • September 14, 2026

Features

Developer

Alexander van Rie
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🧾$4.99
In-App Purchase↘︎
⭐2
Reviews↘︎
❓8 answered
FAQ↘︎
📦~ in 1 week
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About

Take control of your music listening habits with this advanced toolkit for Apple Music users. Precisely teach the algorithm your preferences, shield your taste from unwanted influences, and visualize your listening history. Discover music that truly resonates with your unique style.

✓Precision rating to teach algorithm
✓Shield listening taste from external influences
✓Track rotation weight and skip velocity
✓Curated music discovery based on habits
✓Visualize listening history with album grids
✓Integrate Last.fm scrobble history
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What's New in AlgoRythm

1.2.0

September 14, 2026

DISCOVERY PLAYLISTS, YOUR WAY Choose Daily, Weekly, Monthly, or a single ever-growing Master playlist for your recommendations. Generation keeps running when you switch tabs or leave the app. Pre-flight checks and atomic playlist creation mean fewer failed or empty playlists. MORE LINER NOTES INSIGHTS (Pro) Artist: Honeymoon Track, Slow Burner, Love-Hate Track, Deep Cut %, Comeback Track, Self-Penned %, Rated Masterpiece. Album: Side A vs Side B, Front-Loader, Perfect Closer, Album Marathon, Disc Bias. Every insight has its own toggle and can be tapped to open the album it came from. Removed low-value insights based on sparse metadata. ARTIST DISAMBIGUATION Pick the correct Apple Music artist when a name matches the wrong catalog artist. Your choice is remembered. PLAYLISTS Faster loading with caching and retries. Detail pages show the last modified date and an Open in Apple Music button. DESIGN Full Dynamic Type support, and titles can wrap to two lines. Plus faster artwork downloads, more reliable discovery caching, no duplicate tracks across discovery routes, and better error messages throughout.

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In-App Purchases

$4.99

AlgoRythm Pro

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User reviews

Most RecentHighest RatedLowest Rated

So simple, with profound results

I too downloaded and purchased this after seeing the developer announce it on /r/AppleMusic. This app simply allows you to set either “Loved”, “Hated” or “Neutral” on any song, album or artist — immediately teaching the AM algorithm what you want to hear.

This weekend, I turned on one of the Apple-built dynamic playlists, and let it play while going through my library, either providing approval or disapproval. Within the hour, I noticed the songs that Apple picked to play for me had begun to improve — I was skipping fewer songs and rating fewer tracks as undesirable.

I’m super-excited to see what the roadmap has in store for this app. Some things I’d personally, selfishly like to see:

- iPad Support
- Expansion in the Discovery tab (more artists, more recommended tracks, etc.
- Liner Note build out.
- The app itself floating up songs for rating.

Excellent app!!
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Mr. Potato FlakesMr. Potato Flakes

Response from developer

Thanks so much for the amazing review and for coming over from Reddit! Hearing that your dynamic playlist improved within an hour is exactly why I built AlgoRythm. You have great timing with your wishlist. The 1.1 update is almost ready for roll out and actually tackles almost all of your requests! The Discovery tab now pulls more recommendations, and I've completely built out the Liner Notes to include album pages with a bunch of new stats. You can also now load your own library playlists into the app to quickly rate those tracks. iPad support is definitely on my radar for the future. Thanks again for the support!

amazing! one small bug

hey i noticed this app on a reddit forum, and its improved my library already! the only thing is that artists of the same name will be grouped into liking or suggesting less. my favorite band “silk” is confused for an all men’s group “silk” for example. it would be nice to add them individually! i also noticed sometimes the song that should be there, isn’t. a song ive listened to 24 times an hour ago doesn’t show but a show i listened to 4 times 3 minutes ago does with more replay weight. incredible app otherwise!
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𝐌𝐨𝐫𝐢𝐌𝐨𝐫𝐢

Response from developer

Hey Mori, thanks so much for the detailed review and the kind words! Really glad it's already helping your library. You're absolutely right about the same-name artists. That's a genuine blind spot. When two artists share a name like "Silk", the system currently bundles them together because it keys preferences on the name rather than the Apple Music ID. I'm looking at adding disambiguation so you can rate each one individually. On the Rotation Weight, that skew toward recent plays is actually intentional. The idea is to surface what's currently on your mind, not just what's historically popular. I know it can feel weird when a 4x recent play outranks a 24x older one though, and am keeping an eye on how that feels in practice. Might tweak it down the road if it keeps catching people off guard. Thanks again for taking the time. This kind of feedback is genuinely super helpful.

FAQ

What is AlgoRythm?

AlgoRythm is a precision dashboard for Apple Music users designed to help you control your music algorithm. It allows you to teach the algorithm your preferences through precision ratings and shield your taste from unwanted influences.

How does AlgoRythm help me discover music?

AlgoRythm helps you discover music by allowing you to 'crate dig' or look 'behind the counter' for daily 'hauls' pulled from your deepest listening habits. This provides personalized discovery beyond the standard safe tracks.

Can AlgoRythm integrate with my past listening data?

Yes, for power users, AlgoRythm can integrate your Last.fm scrobble history to restore years of taste that the native Apple Music app may have forgotten.

Does AlgoRythm have ads?

No, AlgoRythm is ad-free. The app is built on a 'privacy by design' principle and does not sell user data or include advertisements.

What devices does AlgoRythm support?

Currently, AlgoRythm supports iPhone devices. It is designed to keep your music data on your device, with no accounts or cloud storage required.

How often is AlgoRythm updated?

The latest version of AlgoRythm is 1.1.1, which was last updated on June 19, 2026. This indicates a relatively active development cycle for the application.

What is the age rating for AlgoRythm?

AlgoRythm has an age rating of 12+. This suggests it is suitable for users aged 12 and above, with content generally considered appropriate for this age group.

What is the user sentiment for AlgoRythm based on ratings?

AlgoRythm has received a perfect 5.0-star rating from 4 reviews. This indicates a very positive user sentiment among its current user base.