Several major artists have embraced manipulating the Billboard charts

Billboard began incorporating streaming in 2007

For nearly 50 years, the Billboard charts primarily relied on radio airplay and retail sales. But in 2007, the magazine began incorporating early streaming services AOL Music and Yahoo! Music into its methodology, and later worked with Spotify, YouTube, and other platforms. A single stream was not weighed as heavily as a purchase of a physical CD or vinyl record. Still, streaming’s impact became evident when songs with minimal radio airplay began climbing the charts, as seen with Baauer’s “Harlem Shake,” which did exceptionally well on YouTube.

Billboard’s Hot 100 methodology is notoriously private

The magazine’s singles chart is based on on-demand streams (from platforms like Spotify), digital sales (from stores like iTunes), and radio airplay. Not all of those sources are weighted equally, though—sales are more important than airplay, and airplay is more significant than streams. In 2018, Billboard began weighing streams from premium subscriptions more heavily than free streams (like listening to a song on Pandora).

Some critics say comparing chart rankings across decades is meaningless

Although Billboard’s charts are presented as objective measures of a given song’s popularity, the company’s changing methodology (alongside changes in technology and listener habits) has made weighing chart success from different eras an imperfect science.

TikTok isn't factored into a song's rank on the Billboard charts, but it can have an impact

Billboard ranks a song's chart position based on its radio airplay, its physical sales, and its streaming numbers (across Spotify and other platforms), but doesn't include user-generated content, meaning it doesn't include TikTok videos. Keith Caulfield, Billboard's managing director of charts and data operations, notes that TikTok still has an impact, though, because listeners will often stream the app's most popular songs on other platforms.

A technological breakthrough altered how Billboard determined what was popular.

TikTok's algorithm has changed the way hits are made

Songs aimed at TikTok's algorithm—designed for viral dances or soundtracking common experiences—often find success on the Billboard charts. An early example was Lil Nas X's "Old Town Road," which used his memes and a country-trap beat from the Netherlands to rise to the top of the Billboard charts.

Music today is often intended to circulate on social media

Artists are increasingly using TikTok and other short form video platforms as a space to promote their music. One scholar notes this emphasis, and connect it to Taylor Swift's early use of social media to promote her own work and brand.

One writer traces the evolution of a Billboard chart over 25 years

Billboard introduced its Modern Rock Tracks chart in 1988, looking to capture the rising popularity of acts like the Cure, REM, and U2. Music writer and Billboard obsessive Chris Molanphy traces the chart from his earliest days through grunge, alternative, and corporate eras, demonstrating just how much taste changes over time.

Taylor Swift was the first artist to occupy all of Billboard's Top 10

Swift's 2022 release "Midnights" led to an unprecedented feat: For the first time in Billboard history, the entire top 10 of the Hot 100 was occupied by the same artist. Two years later, "The Tortured Poets Department" would occupy the first 14 slots on the chart.

Taylor Swift influenced record labels to change the way they write contracts

In addition to being a successful songwriter, Taylor Swift is a change-maker in the music industry. She asserted creative control over her music, re-recording her earlier albums after she lost the rights to them, and sparked a vinyl revolution in a digital age.

Viral pop artists create systems of participation, not just music

Musicologist (and Swift expert) Paula Clare Harper weighs in on the factors that make music go viral. Tracks designed for shareability that feed well into content algorithms on streaming platforms are able to grow in popularity, with traditional human gatekeepers sidelined.

Superfans of K-pop group BTS gamed the Billboard chart

In 2021, the boy band scored a number one hit with “Butter,” its second English-language track. As Stereogum writer Tom Breihan points out, though, it rose to the top of the charts without actually being the most popular song in the country. Other songs were considerably more popular on streaming platforms, but BTS’ hyperdevoted fanbase realized that purchasing digital downloads weighed more heavily in Billboard’s methodology. Recognizing an opportunity, BTS dropped the price of a download to 69 cents, securing their place on the top of the charts.

Taylor Swift is one of the most successful artists in the world

Few musicians are more popular (or more influential) than Taylor Swift. that's not a broad generalization. The data from this music-industry report backs it up. Luminate not only breaks down Swift’s titanic streaming numbers but also analyzes the strength of her fandom, which the publication considers indicative of “influence.”

The artists with the most No. 1 singles

Scoring a No. 1 single is a difficult task—less than 4% of the songs that have made Billboard's Hot 100 chart have ever reached the top spot. This list breaks down the most elite hitmakers in Billboard history, including the Supremes, Taylor Swift, and the Beatles, who released an incredible 20 No. 1 singles.

Browse over a century of issues of Billboard, the definitive music industry magazine, to trace nearly every American musical trend of the past century.

Taylor Swift outsmarted her label by re-recording her albums

After Taylor Swift lost the rights to her songs, she lost control over what she could and couldn't do with them. Aware of her fan base, she re-recorded them, encouraged fans to listen only to her new versions, and improved the production quality, creating new hits out of existing songs.

In 2025, 'Walk My Walk' by Breaking Rust, an AI-generated artist, topped a Billboard country chart.

Billboard began as an advertising industry magazine

The magazine was initially “devoted to the interests of advertisers, poster printers, bill posters, advertising agents & secretaries of fairs.” While it occasionally tracked music via sheet music, record, and jukebox sales through the 1930s, it added its first true top 10 singles chart in 1940.

Spotify's most-streamed albums to date

Interested in people's listening habits? Look through this up-to-date list to find out the most streamed albums on Spotify. See which musicians top the list by year, decade, or even all-time.

Some critics argue that Grammys favor commercially successful artists

For this two-part series of Slate’s pop music podcast "Hit Parade," pop critic Chris Malanfi looks into the relationship between commercial and critical success and how the Grammys are affected by outside influences like the Billboard Hot 100 chart.

'The Life of a Showgirl' was Swift's 15th chart-topping album

That places her second on Billboard's all-time list, though streaming has significantly changed how "sales" are interpreted. Prior to the shift to digital music, Billboard's album chart relied solely on sales of physical units. Since 2014, the chart has also considered streams from services like Spotify, Apple Music and YouTube.

Taylor Swift is one of the world's most successful artists

Swift is one of the best-selling musicians of all time. She has sold more than 200 million records and won multiple Grammy Awards. Known for her storytelling and ability to reinvent her music, she’s expanded her career from country roots to global pop stardom.

Taylor Swift frequently reinvents herself musically

Swift began her career as a country music artist, morphed into a pop singer, and from there experimented with everything from dance to anthemic pop-rock to a more indie singer-songwriter sound. Her introspective 2020 album “Folklore” offered melancholic tunes to accompany the uncertain times of the COVID-19 pandemic.

In 2023 Taylor Swift made history having the most #1 albums of any female artist

Taylor Swift is as much a businesswoman and a marketer as she is a successful musician and performer, all of which has helped her become one of the biggest entertainment stars of the modern era.

Streaming helped propel Bad Bunny to the top of the charts

For decades, labels believed Spanish-language artists had to sing in English to break into the mainstream. Metrics on YouTube and Spotify, though, have shown that listeners are interested in artists like Bad Bunny, who have intentionally made music in Spanish and have become immensely popular.

YouTube no longer provides data to Billboard

Billboard began using data from YouTube in 2013, tracking the platform’s most popular songs as it became a hub for listeners. That relationship ended in January 2026, when YouTube announced it was ending the partnership, citing a disagreement over how Billboard weighted premium users more heavily than free users.

Country's sound continues to evolve

Country music is having a moment. In 2023, it saw the biggest growth in market share of any genre—up nearly 22%. This overview traces country’s rise from Appalachian folk roots to its current pop, rock, and hip-hop-infused wave, with artists like Beyoncé and Post Malone joining the mix.

Listen to a Taylor Swift superfan podcast

One measure of Taylor Swift's popularity is the scale of her online fan community, which manifests in everything from fan-created art and cover songs to podcasts hosted by her fans. Tay of the Day dives into Taylor Swift's world by demystifying everything from her music to her globe-spanning tours.

Watch Taylor Swift write a song

Taylor Swift is one of the most famous and successful entertainers of the modern era, whose music wins fans and Grammy awards, and secures billions of streams on Spotify. In this clip from the Netflix documentary Miss Americana, Taylor lets cameras film her in the process of writing a song.

Although payola was made illegal in 1960, it likely continued on the Billboard charts through the '70s

In his book “Uncharted Territory: What Numbers Tell Us about the Biggest Hit Songs and Ourselves,” music journalist Chris Dalla Riva argues that payola, the music industry term for undisclosed paid publicity, likely continued into the 1970s with the Billboard chart. Dalla Riva cites chart irregularities and reports about Bill Wardlow, Billboard’s then director of sales, who was a known booster for disco label Casablanca Records.

Taylor Swift helps drive fan engagement by filling her music with easter eggs

Taylor Swift is famous for incorporating Easter eggs—specifically, hidden messages and clues—in her music. Her music videos are often sprinkled with visual nods to her past, and fans pore over her lyrics for the cryptic messages they frequently contain.

Drake has more top-five Hot 100 hits than any other artist

In 2022, the rapper’s collaboration with DJ Khaled and Lil Baby, “Staying Alive,” reached the number five slot on the Billboard Hot 100 chart. That was his 30th track to reach the top five, surpassing the Beatles’ record of 29, which they achieved in 1970 with “The Long and Winding Road.”

Billie Eilish broke records at the 2020 Grammys

Alternative pop star Billie Eilish had a fascinating rise to fame. She cemented her album "When We All Fall Asleep, Where Do We Go?" in Grammys history by becoming the first woman and youngest person to win all the Big Four awards in the same night.

The 30 most popular YouTubers

From music superstars like Justin Bieber and Taylor Swift to streamers like PewDiePie and MrBeast, the ranks of YouTube’s most-subscribed-to accounts includes a mix of everything from celebrities whose YouTube presence complements the rest of their persona to stars who made a name for themselves solely from the platform. This ranking from Search Engine Journal breaks down the 30 biggest YouTube accounts as of June 2004.

Winning a Grammy significantly impacts an artist's sales and streaming

2023 album of the year winner Harry Styles returned to the top 10 of the all-genre Billboard 200 albums chart, with "Harry's House." It's also not just the winners; Grammy performers also get a boost, like the 100% increase in Spotify streams that Bad Bunny's "Después de la Playa" saw after he sang it on the telecast.

Bob Dylan, explained

Bob Dylan has never had a Billboard No. 1 hit—but his influence on music is unmatched. This overview looks at his early protest songs, his shift to electric rock, and the cultural impact of his lyrics, performances, and legacy across generations.

Traditional bands largely disappeared from the Billboard charts in the 21st century, mostly replaced by solo artists.

The surprising and strange sources behind 12 famous songs

Britney Spears's "Toxic" borrowed strings from a 1981 Bollywood film, Billie Eilish sampled The Office, and one duo made an entire album using only the sounds of their Whirlpool washing machine. Explore how sampling can pull from pretty much anywhere.

How Spotify creates niche genres

One of Spotify's most recognizable features is its playlists. The provider offers an endless stream of strangely titled mixes with names like "Hyperpop," "Phonk," and "Lorem," which suggest uniform genres and scenes despite featuring seemingly random assortments of artists and songs. This article unpacks why Spotify organizes its music in this way and how, unintentionally, the process erases organic movements that developed outside of the app.

Watch this video to find out how Taylor Swift became a billionaire from her musical empire.

Blackpink are the most followed female group on Spotify

The widespread popularity of the four-piece girl group Blackpink has built a large community of fans—called Blink—and proven the success of unconventional marketing strategies. Instead of producing a wealth of content and new material, Blackpink releases albums slowly, building tension for their fans. During their musical breaks, the women continue to build on their icon status, working with luxury brands like Chanel or even guest-starring in major American TV shows like “The Idol.”

Taylor Swift's one-note melody increases her relatability

Despite music’s variety, a few musical elements have been scientifically proven to make a song compelling to listeners. Swift's one-note melody helps her songs mimic the cadence of speech, assisting in her storytelling and accessible image.

Country music's popularity skyrocketed in the 21st century, establishing itself as a dominant force on the Billboard charts in the 2010s.

2025 marked the first time in 35 years a hip-hop song wasn't in the top 40

The Billboard Hot 100 chart dated October 25, 2025, didn't have any rap or hip-hop songs in its top 40 singles, something that hadn't happened since Feb. 2, 1990. One explanation is a Billboard methodology change, and another is Taylor Swift's "The Life of a Showgirl."

Billboard's early music charts were racially segregated

In 1942, the publication introduced the Harlem Hit Parade chart, listing the top 10 records sold at select record stores in the majority-Black borough of New York. In 1945, it changed the chart’s name to Most Played Juke Box Race Records, using the music industry term (“race record”) that identified recordings by Black artists, even if they played music markedly similar to the white artists on the other charts.

The Eras Tour generated $2B in ticket sales, but $5B in consumer spending

Taylor Swift has achieved such high-profile status, her music and tours influence a broad swath of industries, communities, and economies. “Swiftonomics” is the term used to describe how Taylor’s tours, merchandise sales, and brand boost everything from local business receipts to tourism in a community.

In the week after his death, 5 Prince albums appeared in the Billboard top 10

After his death in 2016, the public revisited Prince's catalog in a big way. For the first time in modern Billboard history, half of the magazine's Billboard 200 was concurrently occupied by a single artist. Three of those titles were compilations ("The Very Best of Prince," "The Hits/The B-Sides," and "Ultimate"), with the remaining two taken by studio albums ("Purple Rain" and "1999").

Super Bowl halftime shows reliably drive massive music sales spikes

Since Michael Jackson’s 1993 performance, halftime headliners have seen major increases in sales and streams—from Prince to Lady Gaga. Kendrick Lamar’s 2025 show was no exception, as it was the most-watched halftime performance on record.

Taylor Swift fans are called 'Swifties'

Taylor Swift has a massive worldwide fanbase. Interacting with fellow so-called “Swifties” is part of what keeps her fans engaged. An interview with a 21-year-old fan who runs an influential Taylor fan account on X (formerly Twitter) talks about what it’s like to connect with fellow fans and their experiences.

TikTok's top 10 users have over 1B followers

Influencers like Charli D'Amelio and MrBeast, as well as more traditional stars like Dwayne "The Rock" Johnson, produce content that keep people scrolling.