There is a thirteen-year-old Black girl sitting in a bedroom somewhere in this country right now, at this exact moment, scrolling through Instagram with the focus and intensity that an earlier generation reserved for homework, and with every thumb-swipe she is absorbing a lesson that no teacher assigned and no parent approved: that her nose is too wide, her skin is too dark, her hair is too coarse, and her body is shaped wrong in ways that can only be corrected by filters, surgeries, and the particular kind of self-hatred that American commerce has always been extraordinarily efficient at monetizing. She does not know that she is being taught this lesson. The algorithm does not announce its curriculum. But the internal research conducted by the company that owns Instagram — research that was hidden from the public until a whistleblower smuggled it out — documents the result with clinical precision: teen girls who use Instagram report feeling worse about their bodies after using the platform, and the effect is not subtle.

In 2021, Frances Haugen, a former Facebook data scientist, disclosed thousands of pages of internal research to the Wall Street Journal and to the United States Congress. Among the most damning findings was a slide deck produced by Facebook’s own researchers titled “Teen Mental Health Deep Dive,” which contained a sentence that should have ended careers and launched congressional investigations and did neither: “We make body image issues worse for one in three teen girls.” That was the company’s own assessment, conducted with its own data, presented to its own leadership, and then buried in a filing cabinet while the platform continued to operate unchanged.

Wells, Georgia, Jeff Horwitz, and Deepa Seetharaman. "Facebook Knows Instagram Is Toxic for Teen Girls, Company Documents Show." Wall Street Journal, September 14, 2021.

The internal research did not specifically isolate Black girls as a subgroup in most of its published findings, but every external researcher who has studied the intersection of race, gender, and social media has found what common sense would predict: the effects are worse. They are worse because the beauty standards that Instagram’s algorithm amplifies — through engagement metrics that reward certain faces, certain bodies, certain skin tones with visibility, and punish others with invisibility — are European beauty standards wrapped in a digital interface. They are worse because Black girls are navigating these standards while simultaneously being the most culturally imitated demographic in America, creating a psychological paradox so cruel that it would be considered satire if it were fiction.

The Paradox of Appropriation

Consider the contradiction, because it is the kind of contradiction that, once you see it clearly, makes the entire machinery of American beauty culture look like the grotesque engine it is. Black women’s lips are the most requested feature in cosmetic filler procedures. Black women’s bodies — curves, proportions, silhouette — are the most sought-after shape in the Brazilian butt lift market, a procedure that has become so popular that it generates over $2 billion annually in the United States alone. Black women’s hair — braids, locs, twists, the entire vocabulary of natural Black hairstyling — regularly appears on white celebrities and models who are credited with “starting a trend” that is older than the country they live in. Black women’s aesthetic is the single most copied, most commodified, most commercially valuable beauty template in the Western world.

And Black girls, the original owners of this aesthetic, are being taught by Instagram’s algorithm to hate it.

Schooler, Deborah. "Real Women Have Curves: A Longitudinal Investigation of TV and the Body Image Development of Latina Adolescents." Journal of Adolescent Research, vol. 23, no. 2, 2008, pp. 132–153.

The mechanism is not mysterious. Instagram’s algorithm is an engagement optimization engine. It shows users more of what generates engagement — likes, comments, shares, time spent viewing — and less of what does not. Research on social media engagement patterns has documented that lighter-skinned women of all races receive significantly more engagement than darker-skinned women, sometimes by a factor of three or more. This means that the algorithm, which is not programmed to be colorist but is programmed to maximize engagement, becomes a colorism amplifier by default. It learns that lighter skin generates more interaction, so it shows more lighter skin, which normalizes lighter skin as the standard, which generates more engagement for lighter skin, which teaches the algorithm to show even more of it. The feedback loop is automatic, invisible, and relentless.

“Black women’s lips, bodies, hair, and style are the most copied aesthetic in the Western world. And Black girls are being taught by an algorithm to hate every feature that everyone else is paying surgeons to replicate.”

The Filter That Erases You

Skin-lightening filters on Instagram, TikTok, and Snapchat represent the technological perfection of a market that has existed for centuries. The global skin-lightening industry is valued at over $8 billion and is projected to reach $12 billion by 2027. In the pre-digital era, this market operated through creams, bleaches, and chemical treatments that carried serious health risks and were sold primarily in communities of color through advertising that was at least honest enough to state its premise: your skin is too dark, and this product will fix it. The digital version accomplishes the same thing without the honesty. A filter does not say “your skin is too dark.” It simply shows you a version of yourself with lighter skin, smoother features, a narrower nose, and straighter hair, and it shows this version to you thousands of times, in the spaces between images of women who naturally possess these features and receive three times the engagement for them.

The result is a generation of Black girls who spend an average of seven hours per day consuming media that systematically undervalues their natural appearance. A meta-analysis by Grabe and Hyde, synthesizing 77 studies on media exposure and body dissatisfaction, found that media consumption is significantly correlated with body dissatisfaction, internalization of thin-ideal, and eating disorder symptomatology, and that these effects are moderated by race in complex ways.

Grabe, Shelly, and Janet Shibley Hyde. "Body Objectification, MTV, and Psychological Outcomes Among Female Adolescents." Journal of Applied Social Psychology, vol. 39, no. 12, 2009. See also: Grabe & Hyde, "Ethnicity and Body Dissatisfaction Among Women in the United States: A Meta-Analysis," Psychological Bulletin, 2006.

The Eating Disorders No One Diagnoses

Here is a statistic that reveals how completely the medical establishment has failed Black girls: eating disorders in Black women are diagnosed at a fraction of the rate of white women, not because Black women do not develop eating disorders, but because clinicians do not screen for them. A landmark study by Gordon and colleagues found that Black women engage in binge eating and purging behaviors at rates comparable to or exceeding those of white women, but are significantly less likely to be asked about these behaviors by healthcare providers, less likely to be referred for treatment, and less likely to receive a diagnosis even when they present with textbook symptoms.

Gordon, Kathryn H., Marisol Perez, and Thomas E. Joiner. "The Impact of Racial Stereotypes on Eating Disorder Recognition." International Journal of Eating Disorders, vol. 32, no. 2, 2002, pp. 219–224.

The underlying assumption is as insidious as it is durable: Black girls do not get eating disorders because Black culture embraces larger body types. This assumption is approximately forty years behind the data. As social media has homogenized beauty standards across racial lines, the protective factor that Black cultural beauty norms once provided has eroded significantly. Research published in the last decade consistently shows that the body dissatisfaction gap between Black and white adolescent girls has narrowed dramatically, and in some studies has disappeared entirely. Black girls are now as likely as white girls to express dissatisfaction with their weight, to engage in disordered eating behaviors, and to associate their self-worth with their physical appearance. But they are far less likely to be noticed, screened, or treated.

“If you are silent about your pain, they will kill you and say you enjoyed it.”
— Zora Neale Hurston

The BBL culture that dominates social media has created a particularly toxic variant of body image distortion for young Black women. The Brazilian butt lift — a procedure that carries the highest mortality rate of any cosmetic surgery — has been normalized to such a degree that teenage girls discuss it as casually as previous generations discussed getting their ears pierced. The body type it produces — an exaggerated hourglass that does not occur naturally in any human population — has become the default aspiration on platforms where Black women’s bodies were already the most scrutinized, most policed, and most subjected to public commentary. Young Black girls are now trying to achieve, through surgery, an artificial version of a body type that is itself an exaggerated version of a body type that was already theirs.

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Colorism’s Algorithm

Colorism — the system of privilege and punishment organized around skin tone within the Black community — predates social media by centuries. It was engineered during slavery, when lighter-skinned enslaved people were more likely to work in the house and darker-skinned enslaved people were more likely to work in the field, and it has been maintained through every subsequent era of Black American life. But social media has given colorism something it never had before: a real-time, data-driven optimization engine.

Before Instagram, colorism operated through human decision-making: casting directors who chose lighter-skinned actresses, magazine editors who selected lighter-skinned cover models, music video directors who hired lighter-skinned video girls. These were individual decisions made by individual people who could, at least in theory, be confronted, challenged, and changed. Instagram’s algorithm is not an individual. It cannot be confronted. It makes no decisions. It simply measures engagement and amplifies what generates more of it, and because the engagement patterns of millions of users reflect centuries of colorist conditioning, the algorithm reproduces and accelerates that conditioning at a scale and speed that no human gatekeeper ever could.

The research is unambiguous. Studies of Instagram engagement patterns show that posts featuring lighter-skinned Black women receive substantially more likes, comments, and shares than posts featuring darker-skinned Black women with identical content, identical production quality, and identical follower counts. The algorithm reads this engagement differential as a quality signal and distributes lighter-skinned content more widely, which generates more engagement, which trains the algorithm further. A thirteen-year-old dark-skinned Black girl opening Instagram sees the result of this feedback loop without understanding its mechanism: a feed dominated by women who look nothing like her, presented as the standard of beauty, validated by the social proof of engagement metrics.

“Colorism operated through human gatekeepers who could be confronted and changed. The algorithm is not a person. It cannot be shamed. It simply measures engagement and amplifies what centuries of colorist conditioning have taught people to prefer.”

What Must Change

The solutions to this crisis exist at three levels: platform, community, and individual — and all three must be engaged simultaneously, because no single intervention is sufficient against a system this comprehensive in its damage.

At the platform level, algorithmic transparency is not optional. The recommendation engines that determine what 2 billion people see every day should not be proprietary trade secrets protected by corporate lawyers. The algorithm that decides which faces are beautiful enough to amplify is making a decision about human value, and any system that makes decisions about human value should be subject to public audit. Legislation requiring algorithmic impact assessments — similar to environmental impact assessments required for construction projects — would force platforms to measure and disclose the differential effects of their recommendation systems on users sorted by race, age, and gender. The European Union’s Digital Services Act has taken preliminary steps in this direction. The United States, characteristically, has done nothing.

At the community level, media literacy education must become as standard in Black households and Black schools as conversations about racism. Black girls need to understand, before they are old enough to create social media accounts, that the platform they are about to enter is an engagement optimization system, not a mirror. They need to understand that filters are not fun photo effects but training tools that teach you to prefer a version of yourself that does not exist. They need to understand that the engagement metrics they see on other people’s posts are not measures of beauty but measures of conformity to standards that were not designed with them in mind.

At the individual level, the clinical community must abandon the assumption that Black girls are protected from body image disorders by cultural factors. Every pediatric and adolescent healthcare visit should include eating disorder screening regardless of race. Mental health professionals who serve Black communities need specific training in the intersection of colorism, social media, and body image distortion. The therapeutic models that were developed for white women with eating disorders are not adequate for Black girls whose body image distress is compounded by racial beauty hierarchies that the standard models do not address.

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None of this will be easy. The platforms have no financial incentive to change, because the engagement patterns that produce colorism are the same engagement patterns that produce advertising revenue. The clinical establishment moves slowly and resists revising assumptions that have been comfortable for decades. The cultural conversation about colorism within the Black community remains fraught with defensiveness and denial. But the alternative to doing these difficult things is to continue watching a generation of Black girls learn, seven hours a day, from a machine that measures their worth in engagement metrics and finds them wanting — while simultaneously teaching the rest of the world to covet everything about them except their actual, unfiltered, unedited selves.

The thirteen-year-old girl scrolling through Instagram right now does not need a lecture about self-love. She needs a world that has been redesigned to stop teaching her self-hatred. She needs algorithms that do not penalize dark skin, clinicians who do not assume she is immune to body image disorders, and a culture that stops telling her to love herself while building systems that make self-love an act of daily resistance against the most sophisticated persuasion technology ever created. She needs, in other words, not better coping mechanisms but a better world. And building that world is the only response adequate to the scale of what is being done to her.