One factor I’ve by no means thought was, “Hmm, this album offered loads of information. Possibly I ought to test it out.” Traditionally, it’s been uncommon to see the bestselling information among the many most nicely reviewed. The highest-selling acts of the ’90s have been Mariah Carey, Céline Dion, and Garth Brooks, all in style artists who weren’t the essential darlings of their time. Michael Jackson’s Thriller might be the most important outlier; you might additionally look to the Beatles’ discography for a direct correlation between top quality of artwork and enormous amount offered.
However after a number of hours of wading by means of right now’s more and more poisonous on-line discourse, you may come away with the concept that gross sales numbers are by far an important marker of high quality for music followers. The discourse round new album releases has devolved right into a morass of faceless avatars spouting business jargon at one another on-line, civilians cosplaying as main label executives and A&Rs once they really haven’t any skilled stake within the chart efficiency of no matter pop single they’re evangelizing for.
Social media accounts and personalities, like Chart Knowledge, Discuss of the Charts, Pop Base, Pop Crave, Kurrco, and DJ Akademiks, are principally content material aggregators, resharing what artists put up on social media as their very own content material. However one main and constant a part of the content material technique for these accounts is the best way that they repurpose gross sales knowledge: deliberately enflaming and emboldening varied fandoms throughout the stanosphere into commenting, liking, and sharing their posts.
These pages market themselves as sources for every day music information and updates, however what this type of on-line discourse really does is domesticate a hostile social media atmosphere the place first-week gross sales have been was one thing that the viewers cares about and posts about, the place the winners are those that promote probably the most information and the losers are solely talked about to focus on their futility.
In September 2024, Tommy Richman, coming off the success of two hit singles, launched his debut album. He opted to take a danger by leaving his singles off, trying to let his artistry communicate for itself. It backfired mightily, all however muffling the excitement that he had beforehand garnered. And the blogs have been first in line to publicly humiliate him for it. Kurrco posted “Tommy Richman’s debut album ‘COYOTE’ reportedly offered ~3.4K items first week” seemingly with the expectation that the web would pile on and clown the “Million Greenback Child” singer. On the time of writing, that put up had 1.1 million impressions on X.
I’d predict that lots of the individuals who noticed Kurrco’s put up have been unaware that Tommy Richman had even launched his album. I do know I used to be. This put up possible succeeded in tainting the general public’s notion of the discharge earlier than they’d even heard it, whereas subsequently influencing how it is going to be listened to sooner or later.
Not all albums are hits immediately. Now thought-about an all-time basic of East Coast hip-hop, Nas’s Illmatic offered a paltry 59,000 items in its first week in 1994. Its longevity was secured by common essential reward and underground road buzz. Most of my favorite albums didn’t resonate with me on first hear; it was solely after a while and repeated publicity that issues clicked into place.
Lorde’s Melodrama, a dense, writerly artwork pop album, didn’t join with me upon its preliminary 2017 launch however has since burrowed its well past my defences virtually a decade later. Would I’ve even bothered to place myself by means of the difficulty of listening once more if an account I trusted made a put up implying how crappy it was proper after it got here out?
To contemplate how we arrived on the level the place gross sales are seen as a definitive measure of high quality, we have now to look at the previous. Began in 1958, the Billboard Sizzling 100 chart advanced from a number of early incarnations to change into the primary dependable approach to consider the success of music singles by means of retail gross sales and radio play. Sire Information founder and journalist Seymour Stein, discussing his half in creating the chart in an interview with Billboard.com, stated the Sizzling 100 was initially designed as a software for music business insiders to shortly assess buying tendencies and to see which singles have been hottest. In his phrases, the Billboard Sizzling 100 was “a information to potential, in addition to the present hits.”
Billboard would name all of the megastores and the mom-and-pop report outlets in America on to ask for ranked lists of what they thought have been the bestselling releases that week. As you possibly can think about, this course of was susceptible to corruption and manipulation. In accordance with former Billboard editor-in-chief Timothy White in an interview with the New York Instances, some report retailer staff have been “bribed with clock radios and all kinds of facilities and favours” in the event that they juiced the numbers.
On Might 25, 1991, Billboard began to think about Nielsen SoundScan (now often known as Luminate), which offered point-of-sale retail knowledge scanned on the register by means of barcodes, into its albums chart and ultimately all its charts, together with the Sizzling 100 singles chart.
The brand new system wasn’t precisely foolproof. Rumours of labels shopping for 1000’s of their very own CDs and dumping them in a warehouse to ensure a number-one debut persevered. Tommy Boy Information founder Tom Silverman accused report labels of shopping for their very own digital singles on iTunes to assist them stand up the charts in a 2010 interview with Wired.
Malfeasance apart, SoundScan’s arrival nonetheless revolutionized and professionalized the gross sales reporting course of, producing correct numbers for the charts for the primary time in Billboard’s historical past and subsequently bringing a brand new significance to first-week gross sales.
Only a 12 months earlier than SoundScan’s debut, the business was crowning the likes of Milli Vanilli, MC Hammer, Vanilla Ice, and New Children on the Block. The introduction of SoundScan levelled the taking part in subject, instantly resulting in a extra sonically various set of artists topping the charts. It higher mirrored the altering mores of the American music listenership within the early ’90s, capturing favourites equivalent to Nirvana, N.W.A., Metallica, Garth Brooks, and Ice Dice. It was a sea change. Labels used this new knowledge to assist of their advertising efforts, and followers’ curiosity in watching the charts turned them into an unintentional viewers to what was an business useful resource in a music commerce publication.
The components for the chart was considerably altered when digital downloads have been included within the tabulations in 2005. Two years later, Billboard included streaming knowledge for the primary time. (As of January 2026, YouTube streams not issue into the Billboard charts.) When it compiles its weekly charts right now, Billboard contains downloads and streams with bodily gross sales knowledge through the use of two metrics: Observe Equal Albums (ten tune downloads from an album depend as one album sale) and Streaming Equal Albums (1,250 paid tune streams or 3,750 free tier tune streams are equal to 1 album sale).
All of these modifications set the stage for what would change into the watershed second for fan consciousness of first-week gross sales: the 50 Cent–Kanye West (now often known as Ye) chart battle of September 11, 2007.
There had been one-on-one competitions for the highest spot on the charts up to now. Blur and Oasis famously tried to settle the Battle of Britpop by pitting their new singles in opposition to one another again in August 1995. (“Nation Home” by Blur got here out on high.) However a gross sales faceoff had by no means been so central to the advertising of two albums because it was between Ye’s Commencement and 50 Cent’s Curtis.
The rappers have been featured on the duvet of Rolling Stone in a confrontational pose that mimicked a boxing promo. Much like Oasis versus Blur and their class dichotomy, the perceived ideological variations between the artists added stakes to the pleasant competitors: 50 represented the established order of New York gangsta rap within the wake of his world-conquering Get Wealthy or Die Tryin’ whereas Ye had been incrementally ushering in a extra suave imaginative and prescient for acutely aware hip-hop following the paradigm shift of The School Dropout.
The 2 poles of the tradition went head-to-head, the company face from the birthplace of the style versus the flashy outsider from Chicago, a metropolis with a relatively much less outlined hip-hop historical past on the time. The business couldn’t have dreamt up one thing higher. When Ye received with a commanding 957,000 to 50 Cent’s 691,000 first-week gross sales, it was as if the tradition had chosen a route for itself. Violence, drug dealing, and weapons have been all of the sudden out of fashion. A brand new wave of different rap pointed the best way ahead, all led by the left-field fashionista who employed Takashi Murakami to design his album cowl.
The followers who helped Ye to victory by shopping for his album have been now cemented as a part of rap historical past, endlessly tied to a music second with reverberations that may nonetheless be felt right now. Fan participation turned extra pronounced within the chart battles that adopted Ye and 50 Cent’s legendary tilt. Spotify turned the preferred streaming service within the 2010s—and together with it got here a give attention to public play counts, permitting followers to see how their favorite new singles are faring each day.
Today’s followers comply with the chart placements of their favorite musicians like a dealer watches the inventory market. Gross sales numbers are cited in stan wars by followers as a definitive metric for the supremacy of their faves.
After SZA posted about Mercury retrograde and unexpectedly set off a torrent of abuse from Nicki Minaj in what might be thought-about a proxy battle within the Drake–Kendrick Lamar battle, their followers fought alongside them. When SZA predictably received terrorized by the Barbs, her followers clapped again with detailed comparability charts of every artist’s complete ticket income from latest excursions and streaming knowledge. Stans not often make subjective claims as to why their favorite artist is the best; they arrive armed with verified goal knowledge (which might be wilfully misrepresented or cherry-picked in whichever method advantages their argument).
Minaj instructed that SZA was manipulating her streaming numbers with “botted enhancements.” An analogous accusation was lobbed by AkademiksTV when the web page identified that Kendrick Lamar had over a billion fewer month-to-month Spotify streams in August 2025 when in comparison with February of the identical 12 months. (He had performed the Tremendous Bowl halftime present that month, explaining the momentary increase in streams.) In the course of the bombshell leak of Younger Thug’s alleged jail cellphone calls, Thug allegedly admitted to paying $50,000 for faux streams to assist his artist Gunna’s album, DS4EVER, debut at primary on the Billboard 200 over the Weeknd’s Daybreak FM as a result of he “received the plug on that.”
A 2020 NPR report shined a light-weight on a chart manipulation tactic employed in South Korea often known as sajaegi. The time period describes the follow of illegally bulk-buying important objects and has change into shorthand for when a Ok-pop act hires an organization to falsely increase their gross sales for chart placement by means of using hacking or “stream farms”—rooms filled with numerous telephones logged into completely different consumer accounts, every taking part in the identical observe to spice up a tune’s streaming numbers. It’s changing into harder to discern what number of superfans are actual individuals and never bots or report label PR participating in an astroturfing marketing campaign.
Ok-pop followers have used sajaegi-like ways of their quest to assist their favorite acts get to the highest, equivalent to streaming a tune repeatedly. This fan behaviour has crossed over to North America and has even been promoted by artists themselves; Justin Bieber shared fan-made graphics that instructed his legion of listeners to create a playlist along with his 2020 single “Yummy” and let it play in a single day whereas they sleep.
Followers have gone to more and more determined ends to climb the charts, generally immediately competing in opposition to different acts and their fandoms within the course of. Taylor Swift launched six new variants of The Tortured Poets Division that have been geo-locked to the UK and solely out there for 24 hours on the week’s ultimate day of gross sales monitoring when it seemed as if Charli xcx would high that nation’s charts with Brat; Swift blocked Charli from the highest spot. Swift equally made three new vinyl variants of The Lifetime of a Showgirl out there for a single day in a transfer that gave the impression to be an try at stopping Tate McRae’s deluxe model of So Near What from ousting Swift from her seven-week-long perch at primary. Sabrina Carpenter’s followers mobilized to dam Travis Scott’s rerelease of Days Earlier than Rodeo from debuting at primary so Quick and Candy could be topped the bestselling launch for that week.
When Pusha T and Malice reunited as Clipse to place out 2025’s Let God Type Em Out, their first album collectively in over fifteen years, the duo returned to a vastly modified music ecosystem. They got here up throughout the time when you might simply hop on MTV, possibly cease by BET’s Rap Metropolis: The Basement, do a pair journal interviews, and be performed with it. They approached this new rollout with vigour: hitting the podcast circuit, doing model collabs with Carhartt and Adidas, and connecting with all of the legacy media shops for interviews.
When the album lastly dropped on July 11, 2025, to vast viewers approval, the standard suspects have been lining up on-line to resolve whether or not or not it was a gross sales flop. One web page posted that Clipse have been “on tempo to promote 90K” within the first week, pegging them on the fourth spot on the Billboard 200 charts, which a commenter stated “def exceeded my projections.” Clipse re-emerged right into a world the place common individuals now made gross sales projections for albums.
Numerous accounts with divergent agendas argued about whether or not Clipse touchdown fourth after such an in depth rollout was a horrendous failure or a serious W. One X consumer identified the hypocrisy of the individuals who roundly mocked Lil Wayne’s poorly obtained Tha Carter VI for promoting 108,000 first-week items now turning round and calling 90,000 successful. Clipse’s 2002 debut album, Lord Willin’, scored 122,000 first-week gross sales.
When the smoke cleared, Let God Type Em Out ended up with 118,000 items in its first week, coming inside a hair of the place they landed for his or her debut. This led lots of the pages to return on their detrimental opinions to declare the album a unanimous success.
And all alongside, the music on the report remained the identical.
Excerpted from Methods of Listening: Constructing a Deeper Relationship with Music within the Streaming Period by Rollie Pemberton. Copyright © 2026 by Rollie Pemberton. Revealed by McClelland & Stewart, a division of Penguin Random Home Canada Restricted. Reproduced by association with the Writer. All rights reserved.
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