In the contemporary attention economy, outrage has ceased to be merely a reactive emotion and has become a highly predictable and scalable financial asset. What we commonly interpret as a "deterioration of public debate" or "toxicity on social media" is, in reality, the logical consequence of a perfectly optimized economic incentive design. Digital hate and polarization are not software glitches or ethical anomalies of algorithms: they are their defining characteristic. For brands, content creators, and political actors in Latin America, audience anger represents the most efficient way to address the most expensive metric in modern marketing: user attention. From hate campaigns against Taylor Swift to change someone's perspective to voter manipulation, as in the case of Brexit, hate has been the necessary engine in this new digital economy.

The Math of Anger: Low CAC and Maximum Retention

From the perspective of growth marketing and algorithmic monetization, outrage offers operational advantages that no educational or neutral content can replicate:

• Dramatic Reduction of CAC (Customer Acquisition Cost): A traditional ad or post requires constant paid investment to gain reach. In contrast, a divisive narrative activates confirmation bias and immediate rejection, causing users themselves to distribute the content organically and relentlessly.

• Inflated Algorithmic Retention: Research from the MIT Media Lab has shown that morally charged or outrageous information spreads up to six times faster than neutral information. Recommendation algorithms (designed to maximize screen time) reward this behavior by prioritizing content that generates angry comments and heated debates.

• Engagement Monetization: Every interaction (even quoting a tweet of rejection or an indignant comment) adds activity points that ad engines translate into monetizable impressions.

From the Pop Scene to a Country's Elections: The Rage Bait Mechanism Put to the Test

Over the past ten years, this mechanism of hate has been tested in various areas, from minor to major, for individual, corporate, or even governmental benefit.

The first and most recent case was the release of Taylor Swift's new album in October of last year. As someone who was around during those weeks, I saw that the Twitter algorithm (now X) was flooded with comments about Taylor, most of which weren't about the music in general, but rather accused the album of racist propaganda, "trad wife," and alluded to segregation and the pursuit of white supremacy. All these criticisms garnered up to 300,000 likes on both Twitter and TikTok, platforms where the more interaction the content receives, the greater the reward. One user who was creating content on the topic said it was so profitable that she was able to pay her rent.

But this wasn't a random occurrence. According to an analysis cited by Rolling Stone, conducted by the digital intelligence firm GUDEA, a significant portion of that conversation was driven by thousands of accounts exhibiting behaviors characteristic of coordinated campaigns (bots or inauthentic profiles). The study found that these accounts posted the same messages, used similar hashtags, and acted in a synchronized manner to amplify criticism and make it appear as a spontaneous public reaction. It also found overlap between these accounts and others that had previously participated in campaigns against figures close to Swift, such as Blake Lively, suggesting a pattern of digital influence operations. The article clarifies that while genuine criticism of the album existed, it argues that the conversation was disproportionately amplified by this coordinated activity, making the controversy seem much larger than organic engagement indicated.

But sometimes hate campaigns can do more than just damage a person's image; they are often used to sway public opinion and, consequently, votes for greater gain, as in the cases of Brexit, Facebook, and Cambridge Analytica. In 2014, researcher Aleksandr Kogan developed a Facebook application called "This Is Your Digital Life," presented as a personality test. Around 270,000 users installed the application and agreed to share their data. At the time, Facebook's policies also allowed the app to collect information from these users' friends, even if they had never given their consent. As a result, data from approximately 87 million Facebook profiles was obtained, which was later used by Cambridge Analytica for political purposes. The public revelation of this data misuse came to light in 2018 thanks to journalistic investigations and whistleblower Christopher Wylie. When the Brexit referendum was held, several campaigns in favor of leaving the EU used targeted digital advertising on Facebook to reach specific voters. Although Facebook and Cambridge Analytica have paid fines for using user data and several pieces of evidence implicated them, they have not been held responsible for directly influencing votes.

The Latin American Context: Fertile Ground

In Latin America, where advertising budgets are typically tighter and media fragmentation is high, anger has become the preferred shortcut to gain relevance. E-commerce companies, media outlets, and public figures resort to catastrophic headlines or manufactured controversies because they understand the platform's golden rule: if it doesn't provoke a visceral reaction, it doesn't exist in the feed.

However, this strategy carries a systemic risk: consumer burnout and the complete erosion of brand trust. Monetizing anger generates immediate returns on the traffic curve, but destroys long-term customer value.

Is this business forever?

Machiavelli, throughout his works, always used his phrase "Divide and conquer" to win a war against an external enemy; however, he also used it as a precaution, arguing that this tactic is dangerous in the long run. This rage bait business is no stranger to this.

Outrage is not a media accident; it is the engine of the digital economy. As long as platforms reward the volume of interaction over the quality of time invested, inciting outrage in the audience will continue to be the most profitable asset in the market. However, since these businesses do not experience organic growth, they may quickly dissipate in the short or long term because they create a sense of weariness, a feeling of no longer wanting to see anything related to what you hate. Because there is something the market has not yet factored into its equations: feelings like anger or happiness do not last forever.

Sources

Rolling Stone (2025) - Taylor Swift's latest album provoked strange accusations of Nazism. It was a coordinated attack https://www.rollingstone.com/music/music-news/taylor-swifts-social-media-campaign-life-of-a-showgirl-1235480646/

Vosoughi, S., Roy, D., & Aral, S. (2018). The spread of true and false news online. Science, 359(6380), 1146-1151.

The Guardian - Cadwalladr, C., & Graham-Harrison, E. (March 17, 2018). Revealed: 50 million Facebook profiles harvested for Cambridge Analytica in major data breach.