Yes. Ariana Grande has 171 songs listed in a dataset used to train AI music models.

Used for training 171

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Focus, 34+35 (Remix) (feat. Doja Cat & Megan Thee Stallion), just like magic

Listed under the artist name 171 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Focus

Listed as Ariana Grande – Focus (Focus) · Watch on YouTube

youtube_video -JPoGJSwmBQ · row -JPoGJSwmBQ

LAION-DISCO-12M

34+35 (Remix) (feat. Doja Cat & Megan Thee Stallion)

Listed as Ariana Grande – 34+35 (Remix) (feat. Doja Cat & Megan Thee Stallion) (Positions (Deluxe)) · Watch on YouTube

youtube_video 1q3SnhZnf88 · row 1q3SnhZnf88

LAION-DISCO-12M

just like magic

Listed as Ariana Grande – just like magic (Positions) · Watch on YouTube

youtube_video 2OqwZbGagvw · row 2OqwZbGagvw

LAION-DISCO-12M

Santa Tell Me

Listed as Ariana Grande – Santa Tell Me (Santa Tell Me) · Watch on YouTube

youtube_video 2TEAh5SHZGs · row 2TEAh5SHZGs

LAION-DISCO-12M

Honeymoon Avenue (Live from London)

Listed as Ariana Grande – Honeymoon Avenue (Live from London) (Yours Truly (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video 2dYzO8bemG4 · row 2dYzO8bemG4

LAION-DISCO-12M

true story

Listed as Ariana Grande – true story (eternal sunshine) · Watch on YouTube

youtube_video 4omqUTZu5rQ · row 4omqUTZu5rQ

LAION-DISCO-12M

Be Alright

Listed as Ariana Grande – Be Alright (Dangerous Woman) · Watch on YouTube

youtube_video 5bZ6hAqaD5E · row 5bZ6hAqaD5E

LAION-DISCO-12M

Best Mistake (feat. Big Sean)

Listed as Ariana Grande – Best Mistake (feat. Big Sean) (My Everything (Deluxe)) · Watch on YouTube

youtube_video 6H6dRxGT_ww · row 6H6dRxGT_ww

LAION-DISCO-12M

Right There (feat. Big Sean)

Listed as Ariana Grande – Right There (feat. Big Sean) (Yours Truly) · Watch on YouTube

youtube_video 8TVs1iuijWI · row 8TVs1iuijWI

LAION-DISCO-12M

motive

Listed as Ariana Grande, Doja Cat – motive (Positions) · Watch on YouTube

youtube_video 8Vb0AhxaIwI · row 8Vb0AhxaIwI

LAION-DISCO-12M

breathin

Listed as Ariana Grande – breathin (Sweetener) · Watch on YouTube

youtube_video 8axQACbVkrk · row 8axQACbVkrk

LAION-DISCO-12M

Baby I

Listed as Ariana Grande – Baby I (Yours Truly) · Watch on YouTube

youtube_video 8zWMcFNehtA · row 8zWMcFNehtA

LAION-DISCO-12M

we can't be friends (wait for your love) – string version

Listed as Ariana Grande – we can't be friends (wait for your love) – string version (we can't be friends (wait for your love)) · Watch on YouTube

youtube_video 9s43N_WGQ1k · row 9s43N_WGQ1k

LAION-DISCO-12M

goodnight n go

Listed as Ariana Grande – goodnight n go (Sweetener) · Watch on YouTube

youtube_video CV9RCoHDzX8 · row CV9RCoHDzX8

LAION-DISCO-12M

nasty

Listed as Ariana Grande – nasty (Positions) · Watch on YouTube

youtube_video EKajhntvaZA · row EKajhntvaZA

LAION-DISCO-12M

Popular Song

Listed as MIKA, Ariana Grande – Popular Song (Yours Truly (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video F7CWxFayXxk · row F7CWxFayXxk

LAION-DISCO-12M

Tattooed Heart

Listed as Ariana Grande – Tattooed Heart (Yours Truly) · Watch on YouTube

youtube_video H6DeIBK0yuc · row H6DeIBK0yuc

LAION-DISCO-12M

My Everything

Listed as Ariana Grande – My Everything (My Everything (Deluxe)) · Watch on YouTube

youtube_video HxWSDUC-KTU · row HxWSDUC-KTU

LAION-DISCO-12M

safety net (feat. Ty Dolla $ign)

Listed as Ariana Grande – safety net (feat. Ty Dolla $ign) (Positions) · Watch on YouTube

youtube_video KpnHqYIOf8g · row KpnHqYIOf8g

LAION-DISCO-12M

The Way (Live from London) (feat. Mac Miller)

Listed as Ariana Grande – The Way (Live from London) (feat. Mac Miller) (Yours Truly (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video Lc-7MOkHz6o · row Lc-7MOkHz6o

LAION-DISCO-12M

ordinary things (feat. Nonna)

Listed as Ariana Grande – ordinary things (feat. Nonna) (eternal sunshine) · Watch on YouTube

youtube_video LuAdCwLzupI · row LuAdCwLzupI

LAION-DISCO-12M

The Way (feat. Mac Miller)

Listed as Ariana Grande – The Way (feat. Mac Miller) (Yours Truly) · Watch on YouTube

youtube_video MBc7Ykm31hE · row MBc7Ykm31hE

LAION-DISCO-12M

ghostin

Listed as Ariana Grande – ghostin (thank u, next) · Watch on YouTube

youtube_video Qztc5UGupj4 · row Qztc5UGupj4

LAION-DISCO-12M

in my head

Listed as Ariana Grande – in my head (thank u, next) · Watch on YouTube

youtube_video R5hPUMUlNaE · row R5hPUMUlNaE

LAION-DISCO-12M

Thinking Bout You

Listed as Ariana Grande – Thinking Bout You (Dangerous Woman) · Watch on YouTube

youtube_video RFm4n7xrYxU · row RFm4n7xrYxU

LAION-DISCO-12M

Cadillac Song

Listed as Ariana Grande – Cadillac Song (My Everything (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video RpQQztDctZ0 · row RpQQztDctZ0

LAION-DISCO-12M

true story (a cappella)

Listed as Ariana Grande – true story (a cappella) (eternal sunshine (slightly deluxe)) · Watch on YouTube

youtube_video S8vHTcfOBKE · row S8vHTcfOBKE

LAION-DISCO-12M

Daydreamin' (Live from London)

Listed as Ariana Grande – Daydreamin' (Live from London) (Yours Truly (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video Tb9G2YIx8w8 · row Tb9G2YIx8w8

LAION-DISCO-12M

bad idea

Listed as Ariana Grande – bad idea (thank u, next) · Watch on YouTube

youtube_video UjIzzi4WILI · row UjIzzi4WILI

LAION-DISCO-12M

the boy is mine – Remix

Listed as Ariana Grande, Brandy, Monica – the boy is mine – Remix (the boy is mine) · Watch on YouTube

youtube_video WBzihQ6riDk · row WBzihQ6riDk

LAION-DISCO-12M

Honeymoon Avenue

Listed as Ariana Grande – Honeymoon Avenue (Yours Truly (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video WRLsLU0owm4 · row WRLsLU0owm4

LAION-DISCO-12M

imperfect for you

Listed as Ariana Grande – imperfect for you (eternal sunshine) · Watch on YouTube

youtube_video XEWIwhlsCwo · row XEWIwhlsCwo

LAION-DISCO-12M

My Favorite Part

Listed as Mac Miller, Ariana Grande – My Favorite Part (The Divine Feminine) · Watch on YouTube

youtube_video XVhqcmyne2A · row XVhqcmyne2A

LAION-DISCO-12M

imagine

Listed as Ariana Grande – imagine (thank u, next) · Watch on YouTube

youtube_video ZSFHOIuUl7E · row ZSFHOIuUl7E

LAION-DISCO-12M

Honeymoon Avenue

Listed as Ariana Grande – Honeymoon Avenue (Yours Truly) · Watch on YouTube

youtube_video _tJM74eZy04 · row _tJM74eZy04

LAION-DISCO-12M

needy

Listed as Ariana Grande – needy (thank u, next) · Watch on YouTube

youtube_video bGY7Vae7pwc · row bGY7Vae7pwc

LAION-DISCO-12M

bye

Listed as Ariana Grande – bye (eternal sunshine) · Watch on YouTube

youtube_video cwSl2KUYjyk · row cwSl2KUYjyk

LAION-DISCO-12M

Moonlight

Listed as Ariana Grande – Moonlight (Dangerous Woman) · Watch on YouTube

youtube_video denGNWMNsSY · row denGNWMNsSY

LAION-DISCO-12M

Daydreamin'

Listed as Ariana Grande – Daydreamin' (Yours Truly) · Watch on YouTube

youtube_video eLQMGYHVJ_I · row eLQMGYHVJ_I

LAION-DISCO-12M

we can't be friends (wait for your love) (acoustic (live from jungle city studios))

Listed as Ariana Grande – we can't be friends (wait for your love) (acoustic (live from jungle city studios)) (we can't be friends (wait for your love) (acoustic (live from jungle city studios))) · Watch on YouTube

youtube_video gaOj11aBOsA · row gaOj11aBOsA

LAION-DISCO-12M

everytime

Listed as Ariana Grande – everytime (Sweetener) · Watch on YouTube

youtube_video h-mrUx9_jis · row h-mrUx9_jis

LAION-DISCO-12M

Touch It

Listed as Ariana Grande – Touch It (Dangerous Woman) · Watch on YouTube

youtube_video hNRjI_biB18 · row hNRjI_biB18

LAION-DISCO-12M

Let Me Love You (feat. Lil Wayne)

Listed as Ariana Grande – Let Me Love You (feat. Lil Wayne) (Dangerous Woman) · Watch on YouTube

youtube_video lMydbVuFy4w · row lMydbVuFy4w

LAION-DISCO-12M

Last Christmas

Listed as Ariana Grande – Last Christmas (Christmas Kisses) · Watch on YouTube

youtube_video lj2VyIiDMF4 · row lj2VyIiDMF4

LAION-DISCO-12M

Tattooed Heart (Live from London)

Listed as Ariana Grande – Tattooed Heart (Live from London) (Yours Truly (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video lzxrYdzwsw0 · row lzxrYdzwsw0

LAION-DISCO-12M

Greedy

Listed as Ariana Grande – Greedy (Dangerous Woman) · Watch on YouTube

youtube_video oa11bHIZNaE · row oa11bHIZNaE

LAION-DISCO-12M

Die For You (Remix)

Listed as The Weeknd, Ariana Grande – Die For You (Remix) (Megahits 2023 - Die Zweite) · Watch on YouTube

youtube_video pwvvu7ahUW8 · row pwvvu7ahUW8

LAION-DISCO-12M

we can't be friends (wait for your love) – a cappella

Listed as Ariana Grande – we can't be friends (wait for your love) – a cappella (we can't be friends (wait for your love)) · Watch on YouTube

youtube_video s6FsYM5VPfU · row s6FsYM5VPfU

LAION-DISCO-12M

don't wanna break up again

Listed as Ariana Grande – don't wanna break up again (eternal sunshine) · Watch on YouTube

youtube_video t2AaGZatyxU · row t2AaGZatyxU

LAION-DISCO-12M

Too Close

Listed as Ariana Grande – Too Close (My Everything (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video x9ScWVnm80Y · row x9ScWVnm80Y

LAION-DISCO-12M

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.