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Aug 11, 2025 24 tweets 13 min read Read on X
In today’s Vatnik Soup, I’ll talk about engagement farming: a cynical social media tactic to rack up likes, shares, and comments. From rage farming to AI-powered outrage factories, engagement farming is reshaping online discourse and turning division into profit.

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Engagement farming is a social media tactic aimed at getting maximum likes, shares, and comments, with truth being optional. It thrives on provocative texts, images, or videos designed to spark strong reactions, boost reach, and turn online outrage into clicks and cash.

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One subset of engagement farming is rage farming: a tactic built to provoke strong negative emotions through outrageous or inflammatory claims. By triggering anger or moral outrage, these posts often generate 100s or even 1,000s of heated comments, amplifying their reach.

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Engagement farming works because our brains are wired to react more strongly to emotionally charged content, especially outrage. Anger, fear, and moral shock grab attention faster than facts, keeping us glued to posts and boosting their reach.

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Social media algorithms reward this by pushing high-engagement posts to more users. Outrage sparks comments, shares, and quote-tweets, creating a feedback loop. The more you react, the more the platform amplifies the very contents that upset you.

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Many engagement farming accounts have no real ideology — their cynical approach to social media is to post whatever triggers the most reactions. Outrage, conspiracy, fake news—anything goes, as long as it boosts clicks, comments, and followers.

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Since Elon took over X and Trump won the presidency, fact-checking and other safeguards on X and Meta’s platforms have largely vanished. False or misleading posts now face little pushback, no matter how many people they reach. Musk doesn’t seem to care.

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With X’s ad revenue share and bonus payouts tied to engagement, lying online has become a viable monetization model. The more outrage and clicks a post gets, the more money it earns, which makes facts completely optional. A predictable consequence of the monetization model.

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In countries like India, where average incomes are low, some have discovered they can make a good living through engagement farming. False claims, clickbait, and outrage posts can earn far more than many local jobs. Many of these accounts focus on divisive foreign topics:

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Immigration in Europe/US, American politics, anti-EU narratives, or pro-Kremlin talking points are commonly used. By posting highly polarizing content, they provoke strong emotional reactions, driving engagement and turning online division into a profitable export.

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Another reason many India-based engagement farming accounts push narratives about immigration, birth rates, conspiracy theories, and racist tropes is simple: Elon Musk often amplifies this kind of content to his massive, +200M audience.

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By sharing their posts, Elon can grow individual accounts at a massive pace. For many of these grifters, the number one goal is to be noticed by the site’s owner, because one retweet from him can supercharge their reach and income overnight.

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With most anonymous engagement farming accounts or networks, it’s nearly impossible to know their country of origin. Some have been exposed as operating from India, Cambodia, and Russia, often posting on foreign politics purely to cash in on outrage.

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Which is why the world’s richest man is now surrounded by assflies like Ian Miles Cheong AKA @stillgray & @cb_doge - both constant commentators on US politics. Cheong is from Malaysia, lives in Dubai, and has never set foot in the US, whereas @cb_doge is based in India.

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So next time you see a post on X raging about immigration or claiming “blue-eyed Europeans” are being replaced by people from Africa or the Middle East, remember: it might just be another engagement farmer from Uttar Pradesh, India, desperately trying to make a buck.

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Malign actors like Russia and Iran are also financing these influencers. For example, Russian state actors covertly sent around $10M to Tenet Media through shell companies and crypto to pay influencers to spread anti-Ukraine, anti-Democrat content.

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It scales down to individual posts too. In 2024, documents showed @AlphaFox78 was paid $100 per post by Russian proxy Semen “AussieCossack” Boikov to spread a fake voter-fraud videos as part of a broader campaign. Boikov is one of the most active pro-Kremlin actors online.

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Today, engagement farming is being automated and supercharged with AI. For example, Ottawa-based developer Saihajpreet Singh runs an AI bot pumping out 2,000 pro-Trump posts a day, boosted by Elon and MAGA influencers, growing a massive following in months.

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The approach is still the same cynical grift: no real ideology, just digital mercenaries pushing whatever narrative pays the most. With AI, one person can run a 24/7 outrage factory, flooding people’s timelines and erasing genuine human interaction online.

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Amoral grifters disregard both facts and real-world consequences. Accounts like Jackson Hinkle or Sulaiman Ahmed, who also worked for the Tate brothers, get millions of views by posting blatantly fake images, exacerbating hatred and frustration.

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People online are increasingly not interacting with real people anymore, a reality that mirrors the “Dead Internet Theory.” From anonymous troll accounts to “influencers” with smiling profile pics, many timelines are now dominated by bots or AI-assisted operators.

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Even accounts using a real name are often automated to some degree: scheduling posts, recycling old content, or running scripts to boost reach. Despite Musk’s stated aims, Twitter/X is now *less* of a town square, and more an automated content battlefield.

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So, what’s the solution? I think at some point we’ll see a split—“human” social media with strong ID verification, and “wild west” platforms like X and Facebook where AI runs rampant. The choice will be between authenticity and the algorithmic free-for-all.

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With the discount code “PutinSucks,” the 2nd edition of "Vatnik Soup — The Ultimate Guide to Russian Disinformation" is now 20% off!

Order your copy here:
kleart.eu/webshop/p/vatn…

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More from @P_Kallioniemi

Mar 9
In today’s Vatnik Soup, we’ll talk about why we’re doing this: why we think Ukraine is so important and why we believe that souping vatniks and debunking their propaganda narratives is so crucial to counter Russia’s & their allies’ wars of aggression and achieve real peace.

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War is expensive, and Russia is not a rich country that could afford this: Hospitals? Roads? Plumbing? No: everything into terror and destruction.

But not only that. There is a 2nd item in the Russian state budget that remains strong no matter what:

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Manufacturing support for that terror and destruction. Propaganda. Vatniks. “Innocent” travel bloggers. “Independent” journalists. “Patriotic” politicians. Russia spends hundreds of billions of rubles a year ($5 billion) on this, and that kind of money buys you A LOT of BS.

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Mar 2
In this second (and possibly last) Basiji Soup, we’ll explore how the Islamic Republic of Iran has prepared for a conflict with the US and Israel. We won’t cover the military aspects, but another kind of war — information warfare.

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The Internet blackout has been crucial in allowing the regime to cover up its massacre of the protesters and especially the scope of it, making it difficult to assess the number of victims. They went to great lengths to jam Starlink, after having made its use illegal.

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Feb 25
In this 7th Debunk of the Day, we’ll expose the “Chickenhawk” fallacy. The chickenhawk accusation or the “go to the front!” imperative is a dishonest attempt to silence anyone supporting Ukraine by pushing them to go fight. A barely hidden death wish, as it’s always uttered…
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…with zero regard for who you are or what your personal circumstances might be — you could already be there, on your way there, a veteran, or unable to fight. More broadly, not everyone can or should be a soldier, just as not everyone can or should be a policeman or a nurse.
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Yet a society still needs those things to be done, and the fact that not everyone can go to medical school or fight crime does not mean that we have to surrender to invaders and criminals, nor that we cannot all have an opinion on healthcare.
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Feb 18
In this 6th Debunk of the Day, we’ll talk about a complex and controversial topic: conscription. It is used by vatniks to attack Ukraine for drafting men to fight, while conveniently ignoring the alternative, including the horrors of conscription into the Russian army.
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Military obligations are a reality in many countries, from the most peaceful democracies to the most tyrannical dictatorships — unless you have “bone spurs”. Some argue it is a necessity for defense against invading armies, especially for small countries.
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Others point out that it goes against individual rights or that a professional army is better. And Zelenskyy might agree: he did in fact end conscription. But then a full-scale invasion happened: exactly why many nations, including the US, still keep some form of draft.
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Read 8 tweets
Feb 13
In today’s Vatnik Soup, we’ll introduce the International Olympic Committee (IOC) @Olympics . It’s mostly known for organizing sporting events, and for being supposed to foster the Olympic ideal while actually submitting to dictators.

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The International Olympic Committee (IOC) was founded in 1894 in Paris by Pierre de Coubertin with a noble goal: promote peace through sports. Politics out, sportsmanship in: sounds great in theory.

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But in practice, the IOC has a long history of accommodating authoritarian regimes, always in the name of “neutrality,” “dialogue,” and “keeping sports separate from politics”, usually not in a particularly consistent or moral way.

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Read 16 tweets
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In today’s Wumao Soup, we’ll tell you 15 things about the People’s Republic of China that you didn’t learn from TikTok, Douyin or DeepSeek.

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This is our 2nd Wumao Soup. In the 1st one, we introduced how the Chinese Communist Party’s (CCP) online propaganda works. Now we’ll cover some of the big topics they hide or lie about. Think of it as an antidote soup to their propaganda.

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1 - Tiananmen Square massacre
Yes, it happened. Yes, it was a massacre. Vatniks, wumaos, and tankies in the West deny it, while China censors the slightest mention of it, even the date it happened.

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Read 21 tweets

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