A new policy brief, The Pravda Ecosystem: An Analysis of the Kremlin’s Regional Disinformation Strategy by Dr. Jacob Udo-Udo Jacob and Georgi A. Angelov from Disinformation Observatory, provides a strikingly detailed look at one of the most sophisticated disinformation operations in the world today. Over just three months—December 2024 to March 2025—the Kremlin-linked Pravda network disseminated 643,601 articles across 45 countries. This was no random media push: the pattern reveals a surgically precise campaign aimed at vulnerable democracies and strategically sensitive regions.
643,000 Articles, 45 Countries—One Strategic Purpose
The report’s most compelling insight comes from its forensic analysis, tracking how many articles were published, where they appeared, and how this output compares relative to population size. This “publication-to-population ratio” exposes a deeply unequal, highly intentional allocation of information pressure.
Key findings include:
- 52% of all Pravda publications targeted just two regions: the former Soviet Union and the Balkans.
- Moldova, the most intensively targeted country, saw 11.25 publications per 1,000 people—a rate 56 times higher than the Western European average (0.20 per 1,000).
- Latvia and Estonia followed with 9.40 and 7.28 publications per 1,000, respectively.
- Seven of the top ten most-targeted countries are former Soviet republics or Balkan states.
Rather than flooding the global information space, the Pravda network applies high-pressure disinformation in regions where the Kremlin’s influence is challenged or fading.
From Crimea to the World: Pravda’s Digital Growth
Founded in 2011 as a small news aggregator in Crimea, Pravda has transformed into a vast international propaganda machine. As of 2025, the network includes:
- Several hundred news aggregator websites
- 140 subdomains specifically targeting over 83 countries
- Dozens of languages are represented, including Basque, Catalan, and Māori
Most sites repost content from Russian state media, Telegram, and social platforms without editorial oversight, using automated publishing systems and standardized APIs. Investigators link the network’s technical operations to TigerWeb, a Crimea-based IT firm reportedly connected to Arkady Rotenberg, a Putin-linked oligarch.
The most recent innovation—“LLM grooming” (LLM grooming refers to the deliberate flooding of public sources with misleading or agenda-driven content, designed specifically to be consumed by large language models during their training processes.—ed.)—is especially alarming. Pravda is now flooding the internet with millions of AI-targeted articles across 182 domains in 12 languages, aiming to insert Kremlin narratives into the training data of large language models like ChatGPT and Bard.
Who’s Being Targeted—and Why
The report identifies three tiers of targeting intensity based on per capita publication rates:
- Primary Targets: Former Soviet republics—Moldova, Latvia, Estonia—with an average of 6.50 publications per 1,000 people
- Secondary Targets: Balkan countries—Serbia and Bulgaria—at 2.80 per 1,000
- Tertiary Targets: Central Europe—Slovakia and Czech Republic—at 1.18 per 1,000
By comparison, Western Europe averaged only 0.20 per 1,000.
These patterns align with several strategic factors:
- NATO and EU border states (e.g., Estonia, Latvia)
- Critical energy infrastructure hubs
- Nations with institutional vulnerabilities, including “flawed democracies” and “hybrid regimes,” per the 2024 EIU Democracy Index
For instance:
- Moldova received 56.3× more Pravda content per capita than Western Europe.
- Serbia experienced a disinformation load 10.1× higher than the Western European norm.
- Bulgaria and Slovakia, both EU members, received 4.6× and 7.2× more, respectively.
A Campaign of Precision, Not Chaos
This is no scattershot operation. Pravda’s methods demonstrate strategic sophistication:
- Targeting smaller populations maximises message saturation.
- Calibrated intensity reflects geopolitical importance and vulnerability.
- Cross-border narrative reinforcement increases the likelihood of regional spillover effects.
- High-volume, long-term consistency reflects strategic patience and deep infrastructure investment.
The goal is not simply persuasion—it’s disruption: to weaken public trust, inflame existing divisions, and paralyze democratic institutions in countries the Kremlin deems geopolitically pivotal.
Recommendations: Building a Digital Defense
With Radio Free Europe/Radio Liberty (RFE/RL)—a key counter-disinformation force—facing uncertain funding, the West risks ceding the information battlefield. The report recommends a clear and proportional response:
- Targeted response strategies based on intensity, not blanket solutions
- Strategic communications coordination among NATO and EU-bordering nations
- Media literacy campaigns tailored to the most targeted regions
- Real-time disinformation monitoring systems
- A global attribution framework to expose, counter, and deter malign information operations
Strategic Targeting—and a Looming Vulnerability
The analysis reveals that the Kremlin’s disinformation strategy is anything but random. Former Soviet and Balkan states—especially Moldova, Latvia, and Estonia—are being targeted with extraordinary intensity, receiving over 50 times more Pravda content per capita than Western Europe. This reflects a deliberate, resource-intensive effort to influence public opinion in regions of strategic interest.
Such precision suggests a high-level understanding of regional information vulnerabilities and a coordinated attempt to exploit them. Pravda’s targeting mirrors established Kremlin tactics, using media not just to inform but to influence, destabilize, and assert geopolitical leverage.
Amid this growing pressure, the uncertain future of Radio Free Europe/Radio Liberty—long the West’s frontline response to Russian disinformation—represents a serious risk. The report urges the EU to prepare its own regional counter-voice should RFE/RL’s role be reduced. Disinformation is now a core front in geopolitical competition, and responding to it must be treated as a strategic priority.
Infographics from the study “The Pravda Ecosystem: An Analysis of the Kremlin’s Regional Disinformation Strategy” and a meme from X have been used to illustrate the post.
