Silent Coup: How Trump’s Allies Are Gaming Algorithms To Seize Your Feed
New research unravels the secret tactics behind Stop the Steal and other right-wing disinformation campaigns.
Caroline Orr Bueno, PhD
Aug 10, 2025
A sophisticated strategy is playing out in plain sight that few outside of digital war rooms truly understand or even notice.
It doesn't require hacking servers or bribing tech executives. It doesn't even break any rules.
It simply requires understanding exactly how algorithms work — and turning them into accomplices.
I call this tactic the
Feedback Loop Coup.
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Last week, I
introduced the concept of Reverse Algorithmic Capture — a tactic used to force platforms to rewrite their rules through political and legal pressure. The Feedback Loop Coup is similar, except it exploits
existing rules to flood the zone, seize the narrative, and bend algorithms to work in particular ways — even against the platform's wishes.
No one has mastered this technique like Donald Trump's allies and the right-wing media ecosystem that amplifies them. I’ve studied their tactics for almost a decade and I know their playbook almost as well as they do. Now, I’m sharing some of that with you.
The Secret Weapon Hiding in Plain Sight
Every major platform operates on a fundamental principle: the more engagement a post receives—likes, shares, comments, views—
the more the algorithm pushes it into other people's feeds. The faster this engagement occurs, the more "urgent" the algorithm considers it, and the wider it spreads.
This is how a funny cat video can reach millions overnight. But in political hands, this same mechanism becomes a weapon. You can deliberately trigger the algorithm by
manufacturing outrage so intense that it convinces the system that people — a lot of people — actually care about the non-event and want to see more content about it.
A Feedback Loop Coup occurs when an outrage event is staged so precisely and amplified so aggressively that the algorithm
has no choice but to promote it to the top of feeds — where people who never sought it out will inevitably encounter it.
How It Works in Practice
The clearest example of this phenomenon emerged after the 2020 election. While Trump's loss was evident to anyone examining the numbers, his digital operation wasn’t ready to give up yet. Instead, they immediately pivoted from winning votes to winning the narrative.
Enter "Stop the Steal."
This phrase was short, punchy, and emotionally charged. It required no explanation; it conveyed both the alleged crime and verdict in just three words. On November 4, a
coordinated network of Trump loyalists — from
fringe activists to high-profile influencers — began pushing this slogan across
Facebook,
Twitter,
YouTube,
TikTok, and a flurry of fringe pro-Trump platforms. They didn't wait for organic discovery.
Instead, they launched a synchronized barrage:
identical graphics posted across dozens of pages, influencers with millions of followers tweeting the same phrase within minutes of each other, and carbon-copy Facebook groups suddenly appearing in every swing state.
The effect was immediate. To the algorithms, "Stop the Steal" wasn't fringe chatter — it was a major story exploding into the mainstream. Within hours, it was trending on Twitter. Facebook's recommendation systems funneled thousands into newly created groups. YouTube's suggestion engine served up election-fraud videos on autoplay.
Then came the media echo chamber. CNN, Fox News, and MSNBC — each in their own way — covered the "Stop the Steal" movement. This coverage generated new clips, headlines, and talking points, which the algorithms immediately began pumping out. The same people who drove the initial surge now promoted the coverage itself, ensuring the secondary content received the same algorithmic boost as the original posts.
When Facebook began shutting down "Stop the Steal" groups, this became a new outrage hook: "They're censoring us!" These posts triggered new waves of comments and shares. The algorithm didn't recognize that it was fueling disinformation — it only saw high-velocity engagement, which it rewarded.
The Feedback Loop Coup had succeeded. A baseless claim about election theft rose from the fringes to the center of America's political conversation — propelled by the very algorithms designed to keep people "informed."
Why the Right Excels at This
Progressives have executed smaller-scale coups themselves. In 2022, Democratic operatives repurposed the "Let's Go Brandon" meme with "Dark Brandon," portraying Biden as a laser-eyed antihero. They distributed it through aligned influencers, timed its release for maximum impact, and watched it trend.
But the left typically uses this tactic reactively — responding to narratives that the right has already established. Trump's ecosystem uses it proactively, often launching narratives from scratch to get ahead of potential negative stories coming down the pipeline.
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The difference comes down to infrastructure.
The right has built a seamless
outrage-to-amplification pipeline. Conservative media outlets, MAGA influencers, talk radio, cable news, and elected officials work in concert. They push identical storylines simultaneously, using consistent hashtags, graphics, and talking points to create the velocity that algorithms can't ignore.
And because right-wing messaging often portrays Big Tech as biased against conservatives, any moderation attempt can be reframed as censorship. This "censorship" content triggers its own engagement spike, extending the feedback loop.
It's a self-perpetuating system: create outrage, get boosted, cry censorship, repeat.
The Connection to Reverse Algorithmic Capture
If the Feedback Loop Coup is a precision strike, Reverse Algorithmic Capture is the siege that follows.
Here's how they reinforce each other:
A coup floods feeds with a narrative — like election fraud. When platforms try to slow its spread, Trump allies frame this as proof of bias. This outrage fuels pressure campaigns in Congress, state legislatures, and courts.
This strategy isn't just about gaming the current system — it's about rewriting the rules to ensure you can game it indefinitely.
Over time, these campaigns weaken moderation rules, install politically sympathetic oversight, or force algorithmic transparency measures that bad actors can exploit. The next coup operates even more effectively under these friendlier conditions.
This strategy isn't just about gaming the current system — it's about rewriting the rules to ensure you can game it indefinitely.
Why This Matters
When algorithms are hijacked this way,
they stop reflecting reality and start reshaping it. The stories topping your feed
aren't necessarily what most people care about — they're what was engineered to trigger the algorithm.
This creates a dangerous distortion. It rewards the loudest, angriest voices. It pushes moderate or nuanced discussion to the margins. It makes conspiracy theories appear mainstream while making consensus facts seem contested.
It also hijacks the news cycle. Journalists, trained to treat trending topics as newsworthy, end up covering manufactured controversies as if they were organic phenomena. The algorithm hands the microphone to the arsonist, and the newsroom amplifies them further.
The most sophisticated players — Trump's digital operation, his media allies, and their orbiting influencers — understand that controlling the feed means controlling the conversation. And controlling the conversation is power.
The real danger here isn't just their ability to execute this strategy repeatedly at opportune times — it’s that they're playing the game in a way that permanently changes the rules for everyone else.
Coming Next: Moderation Sabotage
If the Feedback Loop Coup is about flooding the feed so the algorithm becomes your accomplice,
Moderation Sabotage is about overwhelming the very people and systems meant to stop you.
It’s the tactic of timing your content bursts, hashtag storms, and video drops to hit when moderation teams are least able to respond—late at night, over holiday weekends, or in massive coordinated waves that choke the filters.
It’s the equivalent of a denial-of-service attack on truth, where the bottleneck isn’t a server, but human capacity.
And just like with Feedback Loop Coups, Trump’s digital allies and the right-wing outrage ecosystem have weaponized this into something far more potent than random chaos.
It’s a calculated strategy that is quietly eroding the guardrails of online discourse.
In Part Three of “Seizing the Feed”, I’ll break down exactly how Moderation Sabotage works, reveal real-world examples you’ve never seen reported, and show why this is the missing link in the algorithmic takeover strategy.