Artists like Genie in a Bottle

"Hey Ya!" is a song by American hip hop duo Outkast, performed by its member André 3000, who wrote and produced the song. Along with "The Way You Move", which was recorded by Outkast's other member Big Boi and featured Sleepy Brown, "Hey Ya!" was released by Arista Records as the second single from the duo's fifth album, Speakerboxxx/The Love Below, on August 25, 2003. The track became a commercial success, reaching number one in the United States, Australia, Canada, the Czech Republic, Norway, and Sweden. "Hey Ya!" received critical acclaim upon release, and is consistently ranked as one of the greatest songs of the 2000s. The song was ranked number 10 in Rolling Stone's 2021 list of the "500 Greatest Songs of All Time".

"Bad Romance" is a song by American singer-songwriter Lady Gaga from her third extended play (EP), The Fame Monster (2009)—the reissue of her debut studio album, The Fame (2008). Following an unauthorized demo leak, Gaga premiered the final version of the song during Alexander McQueen's 2010 Paris Fashion Week show in October 2009. Written and co-produced by Gaga alongside Moroccan-Swedish record producer RedOne, "Bad Romance" was released as the lead single from The Fame Monster on October 19, 2009. Musically, it is an electropop, dance-pop and dark pop track with a spoken bridge and a hook featuring nonsense syllables. Inspired by German house and techno music, the song was developed as an experimental pop record. Lyrically, Gaga drew from the paranoia she experienced while on tour and wrote about her attraction to unhealthy romantic relationships.

"I'm Outta Love" is a song by American singer Anastacia. Written by Anastacia, Sam Watters, and Louis Biancaniello and produced by the latter two for her debut album, Not That Kind (2000), "I'm Outta Love" was developed by Watters and Biancaniello after Epic Records executive David Massey commissioned a dance-oriented song for the singer's powerful vocal style, with the writers aiming for a funk-influenced, high-energy pop track inspired by "I Will Survive" (1978) and "It's Raining Men" (1982), which Anastacia later described as drawing on multiple past relationships.

"Take Me to Church" is a song by Irish singer-songwriter Hozier. It was released as his debut single on 13 September 2013, originally featuring on his extended play of the same name, before being featured as the opening track of his 2014 self-titled debut album. A struggling musician at the time of its composition, Hozier wrote and recorded the song in the attic of his parents' home in County Wicklow. A mid-tempo soul song, its lyrics use religious terminology to describe a romantic relationship in the face of Church discrimination. The song caught the attention of Rubyworks Records, where producer Rob Kirwan collaborated with Hozier on the final recording.

"I Knew You Were Trouble" is a song by the American singer-songwriter Taylor Swift from her fourth studio album, Red (2012). She wrote it with its producers, Max Martin and Shellback. A dubstep and pop track, "I Knew You Were Trouble" has a production based around electric guitars and synthesizers, accentuated its refrain with a wobble bass and Swift's distorted vocals; critics found the dubstep production a radical departure from Swift's previous country pop sounds. In the lyrics, the narrator blames herself for not recognizing the warning signs of a past toxic relationship.

"Shake It Off" is a song by the American singer-songwriter Taylor Swift and the lead single from her fifth studio album, 1989 (2014). She wrote the lyrics by herself and composed the melody with the song's producers, Max Martin and Shellback. The lyrics express Swift's disinterest in her detractors' negative remarks, inspired by her experience with media scrutiny. An uptempo dance-pop song, "Shake It Off" features a looping drum beat, a Mellotron-based saxophone line, and a handclap-accented bridge. Big Machine Records released it on August 18, 2014, to promote 1989 as Swift's first pop album after her previous country-oriented image and sound.