Artificial intelligence has completely reshaped the way music is created. Today, you no longer need a recording studio, expensive microphones, or a massive plugin collection to produce a track — a browser and a well-written prompt are often enough. Modern AI music platforms can generate melodies, full arrangements, and even complete songs with vocals that are already being used in YouTube videos, advertising, video games, and streaming content.
Below is a curated list of ten AI tools that are actively used in today’s music industry and digital content production.
1. Suno — full song creation from text prompts
Suno became one of the biggest breakthroughs in AI music by allowing users to generate complete songs rather than simple loops or beats. Tracks come with clear structure — verses, choruses, transitions, and vocal performances that imitate real singers.
Users simply describe the genre, mood, tempo, lyrical theme, and overall vibe. Within seconds, Suno produces a finished track. In practice, it’s widely used by independent artists, YouTubers, and producers as a fast idea generator and songwriting assistant — especially for modern genres like indie pop, EDM, hip-hop, and alternative.
However, mix quality is still a limitation. Vocals often feel over-processed, low frequencies lack control, and loudness varies. For commercial releases, professional mixing and mastering are almost always required.
2. Udio — focused on cleaner, studio-style sound
Udio positions itself as a higher-fidelity alternative to many AI generators. Its algorithms prioritize vocal texture, spatial depth, and realistic instrument behavior.
Many generated tracks sound closer to professional demos rather than experimental AI output. Because of this, producers often use Udio to create reference tracks — musical sketches that guide the final studio production.
That said, frequency balance and loudness still fall short of streaming standards. Udio works best as a creative source rather than a finished release.
3. Boomy — instant music for fast publishing
Boomy is built around speed and simplicity. Users select a genre and mood, click generate, and receive a complete track in seconds.
The platform also integrates publishing and monetization tools, making it popular among TikTok creators, podcasters, vloggers, and beginners who want quick content without diving into production workflows.
The downside is artistic depth. Tracks tend to be harmonically simple and formulaic — perfect for background use but rarely suitable for serious music releases without heavy editing.
— See also: Who Are the Mixing Engineer and the Mastering Engineer? —
4. AIVA — cinematic composition and orchestral scoring
AIVA takes a more classical composition approach. Instead of quick loops, it builds long-form musical pieces with thematic development, modulation, and complex harmony.
It excels at film scores, game soundtracks, trailers, and atmospheric music. Users can select musical styles, structures, and export MIDI files for detailed editing in any DAW.
Many composers use AIVA as a creative accelerator — generating initial compositions that are later refined with live instruments and professional mixing.
5. Soundful — royalty-free music for brands and video creators
Soundful focuses on practical commercial use. It generates royalty-free tracks safe for YouTube, ads, social media, and branded content.
With dozens of genres and style templates, creators can quickly produce custom background music without copyright issues.
While it’s rarely used for artist releases, Soundful is a powerful tool for content marketing and video production workflows.
Most AI-generated tracks sound impressive at first but often suffer from weak low-end control, uneven loudness, and flat stereo depth. That’s why music quality frequently drops once uploaded to YouTube or streaming platforms. Our studio offers a free online demo mastering session for one AI-generated track, so you can hear the real difference professional processing makes before committing to a full service.
6. SOUNDRAW — AI music with downloadable stems
SOUNDRAW stands out by allowing users to export individual instrument tracks — drums, bass, melodies, synths, pads, and more. This enables full mixing flexibility: producers can rebalance levels, apply effects, rearrange sections, and tailor tracks to specific projects. Because of this workflow, SOUNDRAW is widely used in professional production environments as raw creative material rather than final music.
7. Mubert — continuous AI-generated background music
Mubert specializes in real-time generative music streams that adapt to mood, activity, or content type.
It’s commonly used in mobile apps, livestreams, gaming environments, and digital platforms that require constantly evolving background audio.
With DMCA-free licensing and API integrations, it’s a strong solution for scalable music experiences.
8. Beatoven — music designed around video emotion
Beatoven creates music based on emotional pacing and visual storytelling. Users define mood parameters or sync tracks directly to video timelines.
This makes it especially valuable for filmmakers, advertisers, and YouTube creators who want music that naturally follows scene dynamics.
Predictable results and simple licensing have made Beatoven popular in commercial video production.
— See also: The Future of Music Mastering in 2026 —
9. Producer.ai — experimental sound design and creative textures
Producer.ai focuses on unconventional sound generation, loops, and sonic textures inspired by experimental neural audio research.
It’s widely used in electronic music production, sound design, cinematic effects, and avant-garde compositions.
While it rarely produces ready-to-release tracks, it’s an excellent tool for discovering unique sonic ideas.
10. Ecrett Music — fast AI music for everyday content
Ecrett Music allows users to select a scene type, mood, and style — the system generates a fitting track instantly.
It’s valued for consistent quality, simple workflows, and clear licensing.
Ideal for regular video production where fast, safe background music is needed without browsing stock libraries.
Best Way to Use AI Music in Real Projects
The most effective modern workflow is hybrid:
- AI generates the musical foundation
- producers refine the arrangement
- a studio handles professional mixing and mastering
This approach delivers originality without sacrificing sound quality.
Why AI Music Almost Always Needs Professional Mastering
Even advanced AI platforms produce raw audio with uncontrolled bass, weak stereo imaging, and inconsistent loudness. That’s why professionals treat AI output as source material — not a finished product.
If you’re using AI tracks for YouTube, streaming platforms, or commercial projects, professional online mixing and mastering transforms rough ideas into release-ready music that meets monetization and platform standards.
