AI · alternatives · 2026

24 alternatives to Musiio Tag

Tag songs quickly using Artificial Intelligence

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier. Musiio Tag launched in 2019; newer entries below may have overtaken it.

1. 1IT
   I trained an AI model on 120M+ songs from iTunes▲753

   Hey HN! I just shipped a project I’ve been working on called Maroofy: https://maroofy.com You can search for any song, and it’ll use the song’s audio to find other similar-sounding music. Demo: https://twitter.com/subby_tech/status/1621293770779287554 How does it work? I’ve indexed ~120M+ songs from the iTunes catalog with a custom AI audio model that I built for understanding music. My model analyzes raw music audio as input and produces embedding vectors as output. I then store the embedding vectors for all songs into a vector database, and use semantic…

   2023 · maroofy.com · its alternatives →

2. 2
   Musixmatch 7.0▲282

   The all-new lyrics app — completely redesigned

   2017 · about.musixmatch.com · its alternatives →

3. 3
   Suno.aifree tier▲503

   I turned my resume into a catchy pop song. Thought you'd all appreciate it. Worked directly on the Song Style prompt, which you can duplicate for your own fun catchy resume song. Just replace the lyrics!

   2023 · suno.com · its alternatives →

4. 4
   Udio▲251

   Generative song creator & mobile studio. Make your music.

   2025 · apps.apple.com · its alternatives →

5. 5
   Spotify AI Playlist▲341

   Turn your most creative ideas into playlists

   2024 · newsroom.spotify.com · its alternatives →

6. 6
   Singify▲316

   Make AI music covers with your favorite artists anytime

   2023 · its alternatives →

7. 7
   Muzaic.studio▲94

   AI soundtrack composer for your video

   2023 · its alternatives →

8. 8
   findmusic.ai▲118

   Predictive Playlists, Made for You

   2024 · findmusic.ai · its alternatives →

9. 9
   Musify▲13

   Your AI-Powered Music Companion

   2025 · musify-sd.vercel.app · its alternatives →

10. 10
    Muzaic API▲190

    Generative AI soundtrack-as-a-service

    2024 · docs.muzaic.ai · its alternatives →

11. 11
    Mikrotakt▲225

    AI Vocal Remover & Instrumental Isolation

    2024 · its alternatives →

12. 12
    Muzify.ai▲223

    Turn your book into an AI-generated music playlist

    2023 · its alternatives →

13. 13
    Muzoti – Algorithmic Music with Web Audio/Midi and VueJS▲93

    2018 · muzoti.com · its alternatives →

14. 14
    Sonauto▲146

    Turn prompts and lyrics into full songs in any style

    2024 · treblo.com · its alternatives →

15. 15
    TrackTag▲7

    AI-powered assistant for musicians and content creators.

    Nov 2025 · tracktag.me · its alternatives →

16. 16
    Amazon Maestro▲134

    A new AI playlist generator

    2024 · aboutamazon.com · its alternatives →

17. 17
    SongDonkey▲88

    Artificial intelligence audio separation, free web app

    2021 · songdonkey.ai · its alternatives →

18. 18
    Text to Music AI▲92

    Generate music samples and drums with AI

    2023 · its alternatives →

19. 19BF
    Beatbot.fm – Make Songs with AI▲53

    2023 · beatbot.fm · its alternatives →

20. 20
    Mp3tag for Mac▲77

    The universal tag editor now on the Mac

    2021 · mp3tag.app · its alternatives →

21. 21
    Spotalike▲70

    Find similar songs using AI

    2021 · spotalike.com · its alternatives →

22. 22
    Songmastr▲67

    Automatic song mastering using AI to match commercial songs

    2022 · songmastr.com · its alternatives →

23. 23MM
    Mu – Minimal HTML5 Song Search▲11

    2015 · louisdickinson.com · its alternatives →

24. 24
    X-Rhythm▲5

    Visualize and edit music beats instantly with AI

    Jan 2026 · x-rhythm.com · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →