# How to Tell If a Song Is AI-Generated

> It's hard to tell by ear: in a Deezer/Ipsos survey of 9,000 people (November 2025), 97% couldn't distinguish fully AI-generated tracks from human ones. The most reliable signals are outside the audio: platform labels (Deezer tags albums with fully AI tracks; Spotify shows voluntary AI credits; Apple Music says a "Made With AI" label is coming), an artist profile with no live shows, photos or history but a huge catalogue released very fast, and detection tools such as Deezer's detector and Ircam Amplify's AI-Generated Detector. In the audio itself, listen for smeared consonants, over-smooth breaths, lyrics that don't quite make sense, and endings that fade or cut oddly — though modern engines avoid many of these.

URL: https://kenerateai.com/how-to-tell-if-a-song-is-ai-generated
Publisher: Kenerate AI (https://kenerateai.com)
Last updated: 28 September 2026

## Key facts
- Listeners who couldn't tell: 97% (Deezer/Ipsos, Nov 2025)
- Fully AI share of Deezer uploads: 50%+ daily (Jun 2026)
- Deezer AI tags: Since 20 Jun 2025
- Spotify AI credits: Beta since Apr 2026, voluntary
- Demo "Rainy Bookshop" (Acoustic, ElevenLabs Music v2.5): prompt: Warm acoustic love song, fingerpicked guitar and soft cello, gentle male vocals singing about meeting someone in a rainy bookshop, heartfelt, 78 bpm
- Demo "Late Night Line" (90s R&B, Ken Music 1.5): prompt: Smooth 90s-style R&B groove about late-night phone calls, swung drums, lush harmonies, silky female vocals, 88 bpm
- Demo "Across the Water" (Folk ballad, ElevenLabs Music v2.5): prompt: A storytelling folk ballad about a grandfather who sailed across the ocean as a young man to start a new life, fiddle, acoustic guitar, weathered male vocals, 84 bpm
- Demo "Lift It Up" (Gospel choir, MiniMax Music 3.0): prompt: Uplifting gospel song with a full choir, Hammond organ, handclaps, powerful lead female vocal, joyful and soaring, 90 bpm

## Steps
1. Check the platform label — Deezer tag, Spotify credits, Apple label.
2. Check the artist — History, photos, shows, release pace.
3. Listen to the vocals — Consonants, breaths, vibrato.
4. Read the lyrics — Do they actually say something?
5. Run a detector — If it matters — e.g. for a playlist or a label.

## In depth

### Why it's getting harder
Early AI music gave itself away with warbly vocals and nonsense lyrics. Current engines produce clean mixes, natural phrasing and coherent song structures, which is why listening tests fail and why platforms are moving to labels and detection [1][2].

### Why it matters
People check for different reasons:
- Listeners — wanting to support human artists.
- Playlist curators and labels — screening uploads.
- Platforms — fighting spam and streaming fraud.
- Creators — disclosing AI use honestly.

References:
[1] Deezer — AI music exceeds 50% of daily uploads (21 Jul 2026): https://newsroom-deezer.com/2026/07/ai-music-exceeds-50-percent-daily-uploads-deezer/
[2] Deezer/Ipsos survey on AI music (Nov 2025): https://newsroom-deezer.com/2025/11/deezer-ipsos-survey-ai-music/

## FAQ
Q: How can you tell if a song is AI-generated?
A: Check platform labels (Deezer tags, Spotify AI credits), the artist's history and release pace, and listen for smeared consonants, over-smooth breaths and vague lyrics. Detection tools like Deezer's and Ircam Amplify's can help. No single clue is proof.

Q: Can people hear the difference?
A: Mostly not: in a Deezer/Ipsos survey of 9,000 people (November 2025), 97% couldn't tell fully AI-generated tracks from human ones.

Q: Does Spotify label AI music?
A: Spotify shows voluntary AI credits in Song Credits (beta since April 2026); it says the absence of AI credits doesn't mean AI wasn't used.

Q: Does Deezer label AI music?
A: Yes — since 20 June 2025 Deezer tags albums that contain fully AI-generated tracks, using its own detection tool.

Q: Can ChatGPT make music?
A: ChatGPT is a chat assistant: it can write lyrics, chord progressions and song structures as text. To hear a finished, sung song, you need an AI music generator such as Kenerate's Music Studio.

Q: Is there an AI music detector?
A: Yes — for example Deezer's detector (which Deezer now also licenses to other companies) and Ircam Amplify's AI-Generated Detector, which claims 98.5% accuracy.

Q: How much new music is AI-generated?
A: Deezer reported in July 2026 that fully AI tracks were over 50% of its daily uploads (around 90,000 a day), though they drew only 1–3% of streams.

## Related pages
- Best AI music generators: https://kenerateai.com/best-ai-music-generator-2026
- Udio vs Suno: https://kenerateai.com/udio-vs-suno
- AI music generator: https://kenerateai.com/ai-music-generator
- Best free music software: https://kenerateai.com/best-free-music-software

## Sources
- Deezer — world's first AI tagging system (20 Jun 2025): https://newsroom-deezer.com/2025/06/deezer-launches-worlds-first-ai-tagging-system-for-music-streaming/
- Spotify — strengthening AI protections (25 Sep 2025): https://newsroom.spotify.com/2025-09-25/spotify-strengthens-ai-protections/
- Music Business Worldwide — Spotify AI credits: https://www.musicbusinessworldwide.com/spotify-to-show-ai-tags-in-song-credits-where-artists-have-chosen-to-disclose-through-their-label-or-distributor/
- MacRumors — Apple Music to label AI-generated songs (20 Aug 2026): https://www.macrumors.com/2026/08/20/apple-music-to-label-ai-generated-songs/
- TechCrunch — Bandcamp bans AI music (14 Jan 2026): https://techcrunch.com/2026/01/14/bandcamp-takes-a-stand-against-ai-music-banning-it-from-the-platform/
- Music Business Worldwide — YouTube auto-labels AI videos: https://www.musicbusinessworldwide.com/youtube-will-now-automatically-detect-and-label-ai-videos-even-when-creators-dont-disclose-it/
- Music Business Worldwide — Ircam Amplify AI detector: https://www.musicbusinessworldwide.com/icram-amplify-unveils-ai-tool-to-detect-ai-generated-music/