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Episode 136: How Russia Made Trump: Putin’s Troll Factory (Ep 5)
Date: March 8, 2026
Hosts: David McCloskey & Gordon Corera

Overview of Episode Theme

In this episode, hosts David McCloskey and Gordon Corera dive deep into Russia's disinformation campaign during the 2016 US presidential election, focusing specifically on the Internet Research Agency (IRA)—often known as Putin’s "troll factory"—and its shadowy attempts to influence American political discourse. They unravel the colorful backstory of Yevgeny Prigozhin, the man behind this operation, recount real examples of troll farm tactics, and critically assess the real impact of this digital interference on the election outcome.

Key Discussion Points and Insights

1. Context: Russian Interference in 2016

• Focus: Social media disinformation as a critical leg of Russia’s broader “active measures,” complementing hacking and email leaks led by GRU.
• Quote [00:39, Gordon Corera]:
  “...in our last few episodes, we've been looking at the Russian active measures, the influence campaign against the 2016 US presidential election...there was another plank...focused on disinformation, in particular, spreading disinformation on social media.”

2. The Life and Evolution of Yevgeny Prigozhin

• Chefs, warlords, and spies: McCloskey and Corera draw humorous but telling comparisons between Prigozhin and Gordon Ramsay, ultimately underscoring the chef-turned-mercenary’s enterprising nature.
• Prigozhin’s roots in St. Petersburg’s criminal underground and eventual ascent into Putin’s trusted circle.
• Quote [01:08-02:46, David McCloskey]:
  “Yevgeny Prigozhin is really what would have become of chef Gordon Ramsay had Mr. Ramsay been brought up in the twilight years of the Soviet Union and had been pulled into Vladimir Putin's orbit...”

3. Origins of the Internet Research Agency (IRA)

• Began as a domestic propaganda tool for the Kremlin, leveraging Prigozhin’s talent for social media manipulation (initially honed targeting food critics!).
• Around 2013, the IRA evolved, taking aim at Ukraine, and by 2014, set its sights on the US with early plans to disrupt the 2016 election.
• Quote [05:24, David McCloskey]: “...that leads around 2013 to the creation of this thing called the Internet Research Agency, the ira...initially a domestic...organization, trying to influence and do campaigns within Russia...by about 2014, it's going to start doing campaigns about Ukraine. But then...it's going to start to set its eyes on America, isn't it?”

4. The Translator Project: The US-Focused Campaign

• Labor-intensive, pre-AI operation: Over 80 employees working to pose as Americans on social media.
• Effort began two and a half years before the 2016 election—long-term premeditation.
• Advantage: Trolls could create false US identities and inject messages directly into American discourse, bypassing traditional, complex active measure chains.
• Quote [10:26, Gordon Corera]:
  “...as the joke goes on the Internet, no one knows you’re a dog, no one knows you're a Russian...these Internet trolls can just create in a few moments online an American identity and look, to all intents and purposes, at least in the online space, as an American.”

5. Inside the Troll Factory

• Portrayal of troll farm workers: young, paid above market, low morale, working tedious shifts in drab offices.
• Departments included creatives, bloggers, social media “specialists,” each racing to hit production quotas.
• Prigozhin’s operation was largely siloed from, and not coordinated with, Russian intelligence agencies like the GRU and SVR.
• Quote [13:22, Gordon Corera]:
  “…there will be a view from the top that Putin wants this...lots of people will go out and to some extent do it separately in their own silo and even compete to do things…not a particularly coordinated campaign other than the sense that this comes from the top, that this is what the boss wants, the boss being Putin.”

6. Early Experiments: Trolls Go Offline

• Notable example: 2015 “Hot Dog Giveaway” in NYC—trolls promoted a fake event online, filmed confused New Yorkers when no hot dogs appeared.
• Workers exulted over this minor success, marking “inputs, not outcomes” as their operating principle.
• Quote [17:43, David McCloskey]:
  “...the Internet Research Agency trolls are like ecstatic, you know, hugging each other, crying because they've been able to demonstrate that they could get like seven New Yorkers to show up with the promise of free hot dogs…”

7. Building American Personas and Strategy

• Created fake activist accounts targeting across the spectrum: liberals, conservatives, with a special focus on Black communities (voter suppression via demotivation).
• Example: Fake persona Crystal Johnson (@Black2Live), built to amass followers with cultural—but mostly apolitical—content.
• Quote [26:21, David McCloskey]:
  “...the Internet Research Agency created someone named Crystal Johnson. They chose a picture of a young black woman…her bio said, ‘it is our responsibility to promote the positive things that happen in our communities.’”
• On the right, the @TEN_GOP account (posing as Tennessee Republicans) amassed 36,000 followers and millions of interactions, frequently stoking voter fraud narratives.

8. Measuring Impact: Inputs vs. Outcomes

• The vast majority of troll farm content was not even political; only 8.4% was election-related.
• Efforts stayed inside “echo chambers”—reinforcing already-held views, not persuading undecided voters.
• Examples of “offline” success were few, and usually inconsequential (e.g., a paid Trump supporter dressing as Clinton at a rally).
• Quote [34:48, Gordon Corera]:
  “...Facebook after the election says that the Internet research agency reached 126 million Americans. Now that sounds extraordinary...But it's not quite the same as saying it had an impact, is it?”
• Median Facebook ad impression: 199.
• Most content and spending: audience building, not sharp disinformation.
• Ad depicting “Satan arm wrestles Jesus” (famously cited) was seen by only 71 people.

9. Legacy of the Troll Factory

• Media and public obsession with Russian disinformation likely overstated its direct electoral effect, but left a long tail: deep skepticism, political paranoia, and endless debate about information warfare.
• Quote [42:22, Gordon Corera]:
  “...the legacy of this operation will be enormous...it became a real obsession. And that arguably overstates the impact…and creates this sense that the Russians are...all powerful and have the ability to manipulate American politics, when in this case I think the actual evidence is much weaker.”

10. Transition to the Hacking/Leak Phase

• The real influence came from Russian hackers (GRU) leaking DNC/Clinton emails, not troll farm memes.
• Set-up for next episode: The Trump campaign, especially Roger Stone and Donald Trump Jr., anticipate, communicate with, and prepare to weaponize future leaks—WikiLeaks as the key actor.
• Quote [43:31, David McCloskey]:
  “...he tweets: Wednesday @HillaryClinton is done. #WikiLeaks. So again, we have Roger Stone’s got this weird foreknowledge of what Julian Assange is up to...the Trump campaign realizing that a new and potentially very damaging leak is coming…”

Notable Quotes & Memorable Moments

• On Prigozhin's analogy to Gordon Ramsay
  David McCloskey [01:08]: “Yevgeny Prigozhin is really what would have become of chef Gordon Ramsay had Mr. Ramsay been brought up in...the Soviet Union...pulled into Vladimir Putin's orbit...”
• On Troll Farm’s Work Environment
  David McCloskey [11:14]: “They are not pop tart eating hackers like the GRU has. These are kind of professional staff...but, it's all really tedious, it's all labor intensive, and it's all happening in this kind of drab gray building in St. Petersburg.”
• On How the Troll Factory Scores Itself
  David McCloskey [18:41]: “They are scoring themselves on inputs, not outcomes. Okay, that's going to be really important...a lot of this stuff ends up getting packaged and sold up the chain in Moscow as great victories, when in fact it's sort of just activity.”
• On Scale, but Not Influence
  David McCloskey [35:43]: “...only 8.4% of the Internet Research Agency's activity was election related at all. And the pieces that were mostly stayed very much within echo chambers...really important point...”
• On the Cultural/Psychological Legacy
  Gordon Corera [42:22]: “...it became a real thing and a real obsession. And that arguably overstates the impact of it and creates this sense that the Russians are there and almost all powerful...when...the actual evidence is much weaker.”
• On the Assembly Line of Disinformation
  David McCloskey [41:00]: “The median number of impressions for all of the pre election political ads thrown out there...was 199. And impressions is literally. I looked at it, I scrolled past it...I didn't actually read or engage with it.”
• On Siloed Russian Operations
  Gordon Corera [13:22]: “...there will be a view from the top that Putin wants this...lots of people will go out and to some extent do it separately in their own silo and even compete to do things…”

Timestamps for Important Segments

• Yevgeny Prigozhin’s Origin Story: 01:08–05:24
• Introduction of the Internet Research Agency: 05:24–06:55
• Translator Project / Targeting the US: 08:18–11:14
• Inside the Troll Factory (culture, staff, methods): 11:14–15:15
• Hot Dog Giveaway Anecdote: 16:23–17:43
• Construction of American Personas & Audience Targeting: 24:00–29:06
• @TEN_GOP Account & Conservative Persona Success: 29:06–31:02
• Real-World Impact vs. Myth: 34:06–36:43
• Analysis of Actual Influence and Facebook/Twitter Data: 38:39–41:19
• Legacy and Overstated Media Narratives: 42:22–43:17
• Transition to Hack-and-Leak / Trump Camp Coordination: 43:17–46:41

Episode Tone and Style

The hosts thread sharp analysis with a dry, self-aware humor—referencing chef culture, bemoaning their own social media followings, poking fun at pop culture overlaps—which grounds the complexity of digital disinformation operations in accessible, often amusing anecdotes. Their language is conversational yet insightful, making clear distinctions between fact and media-fueled myth.

Bottom Line:
The Russian troll factory, while well-funded and alarming in ambition, had limited substantive effect on the 2016 presidential election. The operation’s true impact lay in fueling outsized fears of foreign manipulation and sowing distrust in American democratic systems—a legacy more psychological and cultural than quantifiable at the ballot box.

For deeper dives into Russian hacking, campaign connections, and forthcoming events, the series continues—focusing next on the dramatic 2016 finale and the US intelligence community’s response.