Yes. Rascal Flatts has 141 songs listed in a dataset used to train AI music models.

Used for training 141

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 Jingle Bell Rock, Hot In Here, To Make Her Love Me

Listed under the artist name 141 songs in LAION-DISCO-12M

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

Jingle Bell Rock

Listed as Rascal Flatts – Jingle Bell Rock (Unwrapped - EP) · Watch on YouTube

youtube_video 0SoFBf_TOG0 · row 0SoFBf_TOG0

LAION-DISCO-12M

Hot In Here

Listed as Rascal Flatts – Hot In Here (Changed) · Watch on YouTube

youtube_video 11phEW8NWCg · row 11phEW8NWCg

LAION-DISCO-12M

To Make Her Love Me

Listed as Rascal Flatts – To Make Her Love Me (Me And My Gang) · Watch on YouTube

youtube_video 25bTVBgbciU · row 25bTVBgbciU

LAION-DISCO-12M

No Reins

Listed as Rascal Flatts – No Reins (Still Feels Good) · Watch on YouTube

youtube_video 2ahuiJfKxIc · row 2ahuiJfKxIc

LAION-DISCO-12M

While You Loved Me

Listed as Rascal Flatts – While You Loved Me (Rascal Flatts) · Watch on YouTube

youtube_video 3RHt0FCPPOs · row 3RHt0FCPPOs

LAION-DISCO-12M

Some Say

Listed as Rascal Flatts – Some Say (Rascal Flatts) · Watch on YouTube

youtube_video 4IhzJPDXmG0 · row 4IhzJPDXmG0

LAION-DISCO-12M

Yes I Do

Listed as Rascal Flatts – Yes I Do (Me And My Gang) · Watch on YouTube

youtube_video 5qEuujx7vfg · row 5qEuujx7vfg

LAION-DISCO-12M

Bob That Head

Listed as Rascal Flatts – Bob That Head (Still Feels Good) · Watch on YouTube

youtube_video 6O-pkFHWTqg · row 6O-pkFHWTqg

LAION-DISCO-12M

Compass

Listed as Rascal Flatts – Compass (Rewind) · Watch on YouTube

youtube_video 7ZQ8UKDn0R0 · row 7ZQ8UKDn0R0

LAION-DISCO-12M

Like I Am

Listed as Rascal Flatts – Like I Am (Melt) · Watch on YouTube

youtube_video 9V7SQ0FNyTE · row 9V7SQ0FNyTE

LAION-DISCO-12M

Pieces

Listed as Rascal Flatts – Pieces (Me And My Gang) · Watch on YouTube

youtube_video Cv3Lrbsas-Q · row Cv3Lrbsas-Q

LAION-DISCO-12M

How They Remember You (Acoustic Version)

Listed as Rascal Flatts – How They Remember You (Acoustic Version) (How They Remember You (Acoustic Version)) · Watch on YouTube

youtube_video DKpGNDST90g · row DKpGNDST90g

LAION-DISCO-12M

What Hurts The Most (Live from Oceanway Studio, Nashville, TN / March 2006)

Listed as Rascal Flatts – What Hurts The Most (Live from Oceanway Studio, Nashville, TN / March 2006) (The Vault) · Watch on YouTube

youtube_video DOUW7xN0T4A · row DOUW7xN0T4A

LAION-DISCO-12M

What Hurts the Most (Live / 2011)

Listed as Rascal Flatts – What Hurts the Most (Live / 2011) (The Best of Rascal Flatts LIVE) · Watch on YouTube

youtube_video ER4hdJ0cV84 · row ER4hdJ0cV84

LAION-DISCO-12M

Holes

Listed as Rascal Flatts – Holes (Feels Like Today) · Watch on YouTube

youtube_video I8kOwkeTe58 · row I8kOwkeTe58

LAION-DISCO-12M

Nothing Like This

Listed as Rascal Flatts – Nothing Like This (Nothing Like This) · Watch on YouTube

youtube_video ILuID6oCBsA · row ILuID6oCBsA

LAION-DISCO-12M

Love Who You Love

Listed as Rascal Flatts – Love Who You Love (Unstoppable) · Watch on YouTube

youtube_video LW-xF-3mNTc · row LW-xF-3mNTc

LAION-DISCO-12M

Help Me Remember

Listed as Rascal Flatts – Help Me Remember (Still Feels Good) · Watch on YouTube

youtube_video QIaJxKHCQH8 · row QIaJxKHCQH8

LAION-DISCO-12M

Quick, Fast, In A Hurry (feat. Rachel Wammack)

Listed as Rascal Flatts – Quick, Fast, In A Hurry (feat. Rachel Wammack) (How They Remember You) · Watch on YouTube

youtube_video RYnKfceA2uY · row RYnKfceA2uY

LAION-DISCO-12M

Are You Happy Now (feat. Lauren Alaina)

Listed as Rascal Flatts – Are You Happy Now (feat. Lauren Alaina) (Back To Us) · Watch on YouTube

youtube_video SgWhDqyPQx8 · row SgWhDqyPQx8

LAION-DISCO-12M

Too Good Is True

Listed as Rascal Flatts – Too Good Is True (Melt) · Watch on YouTube

youtube_video U9F1LLHEbpc · row U9F1LLHEbpc

LAION-DISCO-12M

Warmer

Listed as Rascal Flatts – Warmer (How They Remember You) · Watch on YouTube

youtube_video Uk3gleb841o · row Uk3gleb841o

LAION-DISCO-12M

Fallin' Upside Down

Listed as Rascal Flatts – Fallin' Upside Down (Melt) · Watch on YouTube

youtube_video V7PZWQnXMEk · row V7PZWQnXMEk

LAION-DISCO-12M

Payback

Listed as Rascal Flatts – Payback (Rewind) · Watch on YouTube

youtube_video WTAxxLk_fdk · row WTAxxLk_fdk

LAION-DISCO-12M

Looking Back

Listed as Rascal Flatts – Looking Back (How They Remember You) · Watch on YouTube

youtube_video YDowJjtne7s · row YDowJjtne7s

LAION-DISCO-12M

She Goes All The Way

Listed as Rascal Flatts – She Goes All The Way (Still Feels Good) · Watch on YouTube

youtube_video YbsJDJIjFC4 · row YbsJDJIjFC4

LAION-DISCO-12M

My Worst Fear

Listed as Rascal Flatts – My Worst Fear (Melt) · Watch on YouTube

youtube_video _EBQzssiBoo · row _EBQzssiBoo

LAION-DISCO-12M

Backwards (Acoustic)

Listed as Rascal Flatts – Backwards (Acoustic) (Hannah Montana The Movie) · Watch on YouTube

youtube_video aI2aCagzZ0s · row aI2aCagzZ0s

LAION-DISCO-12M

Close

Listed as Rascal Flatts – Close (Unstoppable) · Watch on YouTube

youtube_video aJzTZKeE0rc · row aJzTZKeE0rc

LAION-DISCO-12M

Red Camaro

Listed as Rascal Flatts – Red Camaro (Nothing Like This) · Watch on YouTube

youtube_video aMWn145KFB0 · row aMWn145KFB0

LAION-DISCO-12M

See Me Through

Listed as Rascal Flatts – See Me Through (Rascal Flatts) · Watch on YouTube

youtube_video aTyOToJV6D8 · row aTyOToJV6D8

LAION-DISCO-12M

White Christmas

Listed as Rascal Flatts – White Christmas (Unwrapped - EP) · Watch on YouTube

youtube_video b234_-SXXcU · row b234_-SXXcU

LAION-DISCO-12M

Sip Away

Listed as Rascal Flatts – Sip Away (How They Remember You) · Watch on YouTube

youtube_video cpjLPLfdDBc · row cpjLPLfdDBc

LAION-DISCO-12M

It's Not Supposed To Go Like That

Listed as Rascal Flatts – It's Not Supposed To Go Like That (Still Feels Good) · Watch on YouTube

youtube_video fsgdQWdoBQ0 · row fsgdQWdoBQ0

LAION-DISCO-12M

Then I Did

Listed as Rascal Flatts – Then I Did (Feels Like Today) · Watch on YouTube

youtube_video gBVJ-ksZtg0 · row gBVJ-ksZtg0

LAION-DISCO-12M

From Time To Time

Listed as Rascal Flatts – From Time To Time (Rascal Flatts) · Watch on YouTube

youtube_video gQOtoCvH1Wo · row gQOtoCvH1Wo

LAION-DISCO-12M

DJ Tonight

Listed as Rascal Flatts – DJ Tonight (Rewind) · Watch on YouTube

youtube_video gTsqxtLimR0 · row gTsqxtLimR0

LAION-DISCO-12M

Feel It In The Morning

Listed as Rascal Flatts – Feel It In The Morning (How They Remember You) · Watch on YouTube

youtube_video glBEi3BvB14 · row glBEi3BvB14

LAION-DISCO-12M

It's Not Just Me

Listed as Rascal Flatts – It's Not Just Me (Rascal Flatts) · Watch on YouTube

youtube_video gmMUy4NAy8I · row gmMUy4NAy8I

LAION-DISCO-12M

He Ain't The Leavin' Kind

Listed as Rascal Flatts – He Ain't The Leavin' Kind (Me And My Gang) · Watch on YouTube

youtube_video kSJtsrGAvIU · row kSJtsrGAvIU

LAION-DISCO-12M

Through The Years

Listed as Rascal Flatts – Through The Years (How They Remember You) · Watch on YouTube

youtube_video mq0NsyMgq2s · row mq0NsyMgq2s

LAION-DISCO-12M

Cool Thing

Listed as Rascal Flatts – Cool Thing (Me And My Gang) · Watch on YouTube

youtube_video mz4YDY_X_vU · row mz4YDY_X_vU

LAION-DISCO-12M

Still Feels Good

Listed as Rascal Flatts – Still Feels Good (Still Feels Good) · Watch on YouTube

youtube_video ovwbKo7toBo · row ovwbKo7toBo

LAION-DISCO-12M

Holdin' On

Listed as Rascal Flatts – Holdin' On (Unstoppable) · Watch on YouTube

youtube_video qyeIngC6Tsw · row qyeIngC6Tsw

LAION-DISCO-12M

Walk The Llama Llama (From "The Emperor's New Groove"/Soundtrack Version)

Listed as Rascal Flatts – Walk The Llama Llama (From "The Emperor's New Groove"/Soundtrack Version) (The Emperor's New Groove (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video smZrEeK5IB8 · row smZrEeK5IB8

LAION-DISCO-12M

Shine On

Listed as Rascal Flatts – Shine On (Melt) · Watch on YouTube

youtube_video v8EXijX_4wg · row v8EXijX_4wg

LAION-DISCO-12M

Back To Us

Listed as Rascal Flatts – Back To Us (Back To Us) · Watch on YouTube

youtube_video vhFHMKQ2RiQ · row vhFHMKQ2RiQ

LAION-DISCO-12M

When The Sand Runs Out

Listed as Rascal Flatts – When The Sand Runs Out (Feels Like Today) · Watch on YouTube

youtube_video w5ZPZYTodxk · row w5ZPZYTodxk

LAION-DISCO-12M

Once

Listed as Rascal Flatts – Once (Unstoppable) · Watch on YouTube

youtube_video wHx-0VDODgA · row wHx-0VDODgA

LAION-DISCO-12M

Here's To You

Listed as Rascal Flatts – Here's To You (Feels Like Today) · Watch on YouTube

youtube_video ydH1Ro4gx5A · row ydH1Ro4gx5A

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.