AI Reveals the Catchiest Songs of All Time—Did Your Favourite Make the Reduce?


Have you ever ever been ambushed by an irresistibly catchy tune? One minute you are driving calmly, the following a tune like Wannabe by the Spice Women comes on the radio, and out of the blue you are a full-on pop star, belting out the lyrics and banging in your steering wheel. Or perhaps you are at a marriage, and the opening notes of Journey’s Do not Cease Believin’ set off a mass singalong. What’s it about these songs that makes them so attractive?

I discovered myself pondering this at my daughter’s all-night commencement get together. After a night at an arcade, we took the grads to a non-public nightclub. With limitless soda, a photograph sales space and a DJ spinning tunes till 5 a.m., the dance ground was the primary occasion. It was a real-life experiment in catchy music. From Y.M.C.A. to Uptown Funk, sure songs had an nearly magnetic pull, drawing everybody to the dance ground.

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I watched with fascination as the group on the dance ground ebbed and flowed. These teenagers had been going, going, going all day, celebrating their commencement within the shadow of the Area Needle, posing for limitless photos, hugging buddies and grandparents, taking part in laser tag and driving go-karts, chugging Purple Bulls. That they had each proper to be exhausted and dragging.

But if the DJ performed the appropriate track (Chappell Roan’s Scorching To Go! was a favourite), they’d shriek and flood the dance ground, spinning and twirling and belting out the lyrics so loudly that my Apple Watch lit up yellow and warned me to guard my ears. But when the DJ threw on a track they did not like, it was as if a large vacuum had sucked all of them off the dance ground, and the room grew quieter than a math take a look at.

A catchy track, it appears, can fully erase 22 hours of no sleep. However what precisely makes a track catchy, and which songs are the catchiest? 

Looking for solutions, I turned to each human specialists and AI chatbots. Instruments like ChatGPT, Claude, Gemini and Perplexity are more and more turning into our go-to for info, with lightning-quick summaries in an authoritative but very human voice. In the meantime, there’s even an AI DJ on Spotify, the dominant music streaming service, so synthetic intelligence will need to have a fairly good deal with on what makes a tune interesting, proper?

As for the people, effectively, they’ve really been out on dance flooring groovin’ to the music, and so they’re those who know firsthand how highly effective an earworm will be.


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A pre-AI listing of catchiest songs

Lou Bega performing in Vienna in 2024.

Lou Bega’s Mambo No. 5, with its snappy listing of feminine first names, has landed on a number of catchy tunes lists.

Manfred Schmid/Getty Photographs

Again in 2014, the Museum of Science and Trade in Manchester, England, issued a listing of 20 tunes that it dubbed the catchiest songs of all time. The museum directed folks to a web-based sport the place they acknowledged as many songs as they might, and the songs that had been acknowledged the quickest constituted the highest 20.

The sport collected knowledge from over 12,000 folks, who, on common, discovered the Spice Women’ Wannabe (“Inform me what you need, what you actually, actually need”) essentially the most recognizable track. Lou Bega’s Mambo No. 5 (“Somewhat little bit of Monica in my life”) got here in second, at 2.48 seconds, with Survivor’s Eye of the Tiger coming in third, at 2.62 seconds. The common total time it took to acknowledge a clip was 5 seconds.

Here is that research’s high 10 catchiest songs:

  1. Spice Women: Wannabe
  2. Lou Bega: Mambo No. 5
  3. Survivor: Eye of the Tiger
  4. Woman Gaga: Simply Dance
  5. ABBA: SOS
  6. Roy Orbison: Fairly Girl
  7. Michael Jackson: Beat It
  8. Whitney Houston: I Will All the time Love You
  9. The Human League: Do not You Need Me
  10. Aerosmith: I Do not Need to Miss a Factor

I reached out to the museum, and sadly, there are not any plans to redo the research.

And the extra I give it some thought, the extra I’m wondering if the outcomes of that survey are actually correct. Is a track that you could acknowledge rapidly actually the catchiest track? I can acknowledge Completely satisfied Birthday and the nationwide anthem, however they do not get me out on the dance ground. To me, a catchy track has an irresistible hook, interesting lyrics and somewhat dab of one thing additional that vaults it above the remaining.

What AI says are the catchiest songs

Michael Jackson performing in Madison Square Garden in 1988.

The late Michael Jackson, proven right here in 1988, had loads of catchy songs, together with Billie Jean and Beat It.

Kevin Mazur/WireImage/Getty Photographs

Regardless of sure misgivings about generative AI (hallucinations, robotic overlords and all that), I requested OpenAI’s love-it-or-hate-it chatbot ChatGPT what makes a track catchy.

(Disclosure: Ziff Davis, CNET’s dad or mum firm, in April filed a lawsuit towards OpenAI, alleging it infringed Ziff Davis copyrights in coaching and working its AI programs.)

“Catchiness in music is an element science, half psychology, and half cultural context,” ChatGPT informed me. “A ‘catchy’ track is one which simply sticks in your head (an earworm) and makes you need to sing, hum or transfer alongside.”

The AI chatbot went on to quote repeated choruses and hooks, easy melodies and a robust beat as contributing to catchiness, additionally noting “if the typical individual can belt it within the automotive or bathe with out a lot effort, it is extra prone to stick.” Undecided I wanted AI to inform me that, however yeah, it is sensible.

ChatGPT’s catchiest songs listing

That stated, I requested ChatGPT to select its listing of the catchiest songs of the final 50 years. 

Do I belief AI as a lot as I belief the graduating seniors and their instantaneous dance-floor reactions? I don’t, however the ChatGPT listing did not have any obvious hallucinations or bizarre decisions. And, the truth is, the listing included the No. 1 track on the Museum of Science and Trade’s listing, the Spice Women’ Wannabe. This is likely to be as a result of ChatGPT ingested the research’s listing, however then once more, it solely included the highest track from that research.

  1. Village Individuals: Y.M.C.A.
  2. ABBA: Dancing Queen
  3. Michael Jackson: Billie Jean
  4. Cyndi Lauper: Women Simply Need to Have Enjoyable
  5. Spice Women: Wannabe
  6. Los del Río: Macarena
  7. OutKast: Hey Ya!
  8. Shakira: Hips Do not Lie
  9. Pharrell Williams: Completely satisfied
  10. Taylor Swift: Shake It Off

Gemini’s catchiest songs listing

I additionally requested Google’s Gemini AI for its listing of catchiest songs. It agreed with ChatGPT on solely two songs, together with the Spice Women’ Wannabe and Pharrell Williams’ Completely satisfied — and it agreed much more with the museum’s 2014 research, together with on Lou Bega’s Mambo No. 5, Survivor’s Eye of the Tiger and Whitney Houston’s I Will All the time Love You. It additionally added some extra catchy songs into the combination: 

  • Journey: Do not Cease Believin’
  • Queen: Bohemian Rhapsody
  • Mark Ronson and Bruno Mars: Uptown Funk
  • Bon Jovi: Livin’ on a Prayer
  • Beyoncé: Single Girls (Put a Ring on It)

Copilot’s catchiest songs listing

Microsoft’s Copilot AI included some acquainted titles on its listing of catchiest songs, with Wannabe proper on the high. It overlapped with Gemini and ChatGPT’s lists on a couple of, too, however threw in some new ones, together with: 

  • Ed Sheeran: Form of You
  • Carly Rae Jepsen: Name Me Possibly
  • Adele: Rolling within the Deep
  • The Killers: Mr. Brightside 
  • Backstreet Boys: I Need It That Manner

Total, the AI-supplied lists had been higher than I assumed they’d be. Women Simply Need to Have Enjoyable, to my Gen X ears, is an irresistible bop that ought to be on any listing of catchy tunes. And when Name Me Possibly got here out, it just about took over the world for perhaps a month, with everybody from the Harvard baseball crew to Cookie Monster releasing lip-dub movies. This might be an attention-grabbing means for a celebration planner to arrange a Spotify playlist to maintain everybody dancing. 

However for a real have a look at the catchiest songs, I wished to show again to actual people whose enterprise it’s to get folks dancing.

A New Jersey DJ on what makes a track catchy

Kool and the Gang perform at the Rock and Roll Hall of Fame in Cleveland

Kool & the Gang’s Celebration is a catchy get together track that is performed at every part from weddings to birthday events to reunions.

Dia Dipasupil/The Rock and Roll Corridor of Fame/Getty Photographs

If there’s any career that ought to know which songs are catchy and that are duds, it is disc jockeys. Mark Pomeroy spent 35 years working weddings, bar mitzvahs, non-public events and different occasions as a DJ in New Jersey, beginning his profession within the vinyl-record period of 1989.

“Again then, there was no Spotify, no Napster, no on-line streaming, we did not even have CDs,” he informed me with fun. However one factor was the identical: Music bringing folks collectively.

“It is all in regards to the connection,” he says. “You are at all times making an attempt to attach with the group, whether or not you are a lowly bar mitzvah DJ or Elton John taking part in to a sellout crowd at Madison Sq. Backyard.”

So far as catchy songs go, Pomeroy says they’ll span all genres. What issues is the track’s capacity to make an emotional reference to the listener.

His listing of catchy tunes consists of:

  • Van Morrison’s Brown-Eyed Lady (typically requested by, effectively, brown-eyed ladies)
  • Kool & the Gang’s Celebration
  • The legendary line dance Macarena, by Los Del Rio
  • And since his occasions are sometimes in New Jersey, residence to legendary rock band Bon Jovi, Livin’ on a Prayer at all times will get the Jersey crowds leaping. This track additionally popped up on two of the three catchiest track lists that AI chatbots supplied.

What makes a track catch on? “Beats per minute has loads to do with it,” Pomeroy says. He is aware of the beats per minute of the songs he performs, and cites an outdated DJ adage, “no rushing earlier than midnight,” that means quicker songs are greatest performed late within the night, when the membership or get together has actually began to leap.

ChatGPT agrees that BPM issues relating to catchy songs, noting that “our brains like to sync motion with rhythm. Tempos that match pure human rhythms — like strolling (round 100 to 120 BPM) or heartbeats (60 to 100 BPM) — really feel particularly partaking.”

Massive phrases from a bot that may’t stroll and lacks a coronary heart, however once more, I agree.

An Atlanta DJ on TikTok, vibes and earworms

Chappell Roan performs in Budapest in 2025.

Chappell Roan’s Pink Pony Membership and Scorching To Go are among the many newer songs talked about when catchy tunes come up.

Joseph Okpako/WireImage/Getty Photographs

Atlanta-based DJ Sloan Lee, owner of Sloan Lee Music, has been within the enterprise for 11 years, beginning out when feminine occasion DJs had been nonetheless uncommon.

“I at all times tailor my units to every shopper and the vibe of the group,” she tells me. “For the final a number of years or so, my audiences have grow to be extra various and complex of their music tastes, with a mixture of each American and worldwide influences.”

She’s seen catchy songs aplenty through the years.

“Uptown Funk is phasing out, however remains to be typically requested, clearly, it was requested for a really very long time,” she says. “[Chappell Roan’s] Pink Pony Membership has been requested loads for the final couple of years, together with Unhealthy Bunny’s Titi Me Preguntó.”

And social media has an affect on what catches on. 

“Something that is trending on TikTok tends to be requested,” Lee says. She cites Fleetwood Mac’s Desires, a track that dates again to 1977 however had a comeback a couple of years in the past due to TikTok play.

However whereas Lee notes that TikTok fame does not appear to make songs final that lengthy within the public thoughts, she’s seen different songs persistently requested over her decade-plus within the enterprise. Her listing additionally consists of:

  • Outkast: Hey Ya
  • Neil Diamond: Candy Caroline
  • Whitney Houston: I Wanna Dance With Any individual
  • ABBA: Dancing Queen
  • Taylor Swift: Shake It Off

Though AI, DJs and museum surveys all have their tackle precisely which songs are the catchiest, it appears clear that an total listing of the catchiest songs of all time will eternally shift and alter, with sure constants.

“Any songs which can be earwormy and get caught in your head — even when you do not need them to be there,” Lee says. 



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