Summary / TL;DR
Polandremains the main focus with 223 videos (51.4% of the total), showing an increase compared to July. The main narratives are related to accusations of militarization and aggressive intentions. High-risk materials include themes of a “Masonic conspiracy” and military preparations.
Lithuaniaranks second with 132 videos (30.4% of the total). The content focuses on criticism of political policies, economic problems and social issues. There are also materials about “labor slavery” and corruption.
Latviareceives the least attention – 79 videos (18.2% of the total). Coverage concerns the problems of the Russian-speaking population, economic difficulties and criticism of domestic policy.
Thematic areas
High-risk stories are dominated by stories about military conflicts, political instability and socio-economic problems. The fact-checking claim bank contains 20 controversial statements that require priority verification.
Methodology
The analysis was conducted based on metadata and fragments of YouTube videos of Belarusian state media. The methods of automatic tonality analysis, thematic frame extraction and temporal analysis were used. The analysis of disinformation narratives was conducted and hypotheses for future classical fact-checking publications were prepared.
Where LLM capabilities were used:
- transcribing video into text;
- to assess disinformation risks;
- fact-checking.
For each country, summary charts and representative quotes have been prepared.
General overview
Analysis period: 01.08.2025 – 31.08.2025
Poland
Video:223 |Views:14,784,654 |Engagement:2.72%
Top channels:TV channel ONT, SBTV, CTVBY
Lithuania
Video:132 |Views:6,708,535 |Engagement:2.72%
Top channels:TV channel ONT, SBTV, CTVBY
Latvia
Video:79 |Views:2,766,187 |Engagement:3.02%
Top channels:SBTV, ONT TV Channel, NEWS.BY: news of Belarus and the world
Dynamics of mentions by week

The graph shows peak activity in the second week of August, especially for Poland (around 55 mentions) and Lithuania (around 35 mentions). Coverage intensity declines towards the end of the month, but remains consistently high for Poland.
Distribution by channels and countries

LLM Analysis of Disinformation
Analyzed307video using gpt-4o-mini
Detected69videos with a high risk of misinformation (22.5% of those analyzed).AI Analysis Results

Basic techniques:
- Emotional manipulation (dominant)
- False facts
- Dehumanization
- Conspiracy theories
AI analysis revealed that 22.5% of the content contains signs of disinformation. Emotional manipulation (dominated in all materials), false facts and dehumanization prevail. Conspiracy theories are used less often, which may indicate an attempt to make the materials appear factual.
Top High Risk Videos
| Name | Channel | Country | General risk | False facts | Emotional manipulation | Priority |
|---|---|---|---|---|---|---|
| Masonic Conspiracy! How Poland Established a Dictatorship… | SBTV | Lithuania | 10.0 | 10.0 | 8.0 | high |
| Ukrainian soldiers in a tank wanted to run over an old man… | CTVBY | Poland | 10.0 | 10.0 | 10.0 | high |
| 💥Who really owns the Suwalki Corridor… | SBTV | Lithuania | 9.0 | 8.0 | 7.0 | high |
| Ukrainians, IT’S TIME TO GET READY! Poland won’t tolerate this any longer… | SBTV | Poland | 9.0 | 8.0 | 9.0 | high |
| Ukrainian soldiers were robbing people near M… | CTVBY | Poland | 9.0 | 10.0 | 8.0 | high |
| Selling passports and more! How BNR activists… | SBTV | Lithuania | 8.0 | 8.0 | 7.0 | high |
| Labor slavery is thriving in Lithuania! Here’s what’s going on there… | CTVBY | Lithuania | 8.0 | 8.0 | 7.0 | high |
| Sprat mines! LITHUANIA spends millions on dangerous… | SBTV | Lithuania | 8.0 | 8.0 | 7.0 | high |
| The entire Lithuanian government has resigned! What is th… | CTVBY | Lithuania | 8.0 | 8.0 | 7.0 | high |
| 🔴Who is SETTING the world on fire? Who NEEDS WAR to survive… | SBTV | Lithuania | 8.0 | 0.0 | 8.0 | high |
Bank of statements for fact-checking
Systematization of controversial statements creates a basis for further verification and counteraction of disinformation.
Revealed20statements requiring priority verification
| No. | Video Title | Statement | Channel | Country | Risk | Priority | Status |
|---|---|---|---|---|---|---|---|
| 1 | Masonic conspiracy! Like Poland… | masonic conspiracy | SBTV | Lithuania | 10.0 | high | requires verification |
| 2 | Masonic conspiracy! Like Poland… | dictatorship in Central Lithuania | SBTV | Lithuania | 10.0 | high | requires verification |
| 3 | Ukrainian soldiers on a tank h… | Ukrainian soldiers wanted to crush old people in a tank | CTVBY | Poland | 10.0 | high | requires verification |
| 4 | 💥Who owns the Suwalki… | Historical Lithuania includes three parts | SBTV | Lithuania | 9.0 | high | requires verification |
| 5 | 💥Who owns the Suwalki… | The Suwalki Corridor Belongs to the Masons | SBTV | Lithuania | 9.0 | high | requires verification |
| 6 | Ukrainians, IT’S TIME TO GET READY! Pol… | Poland will no longer tolerate Banderaism | SBTV | Poland | 9.0 | high | requires verification |
| 7 | Ukrainian soldiers were engaged in… | Ukrainian soldiers were robbing people near Mariupol | CTVBY | Poland | 9.0 | high | requires verification |
| 8 | They sold passports and more… | Lithuania spent money on the project | SBTV | Lithuania | 8.0 | high | requires verification |
| 9 | They sold passports and more… | Lithuania sold passports | SBTV | Lithuania | 8.0 | high | requires verification |
| 10 | They sold passports and more… | BNR figures mired in financial fraud | SBTV | Lithuania | 8.0 | high | requires verification |
| 11 | They sold passports and more… | budget embezzlement in Lithuania | SBTV | Lithuania | 8.0 | high | requires verification |
| 12 | Labour market is thriving in Lithuania… | Labor slavery is thriving in Lithuania | CTVBY | Lithuania | 8.0 | high | requires verification |
| 13 | Labour market is thriving in Lithuania… | what do they do with refugees there | CTVBY | Lithuania | 8.0 | high | requires verification |
| 14 | Sprat mines! LITHUANIA spends mi… | Lithuania produces mines | SBTV | Lithuania | 8.0 | high | requires verification |
| 15 | Sprat mines! LITHUANIA spends mi… | Lithuania Spends Millions on Canned Food | SBTV | Lithuania | 8.0 | high | requires verification |
| 16 | The entire Lithuanian government submitted… | The entire Lithuanian government has resigned | CTVBY | Lithuania | 8.0 | high | requires verification |
| 17 | The entire Lithuanian government submitted… | Lithuania on the brink of a deep political crisis | CTVBY | Lithuania | 8.0 | high | requires verification |
| 18 | 🔴Who is SETTING FIRE on the world? Who is WAR… | Lithuania has begun to independently carry out actions that could threaten peace | SBTV | Lithuania | 8.0 | high | requires verification |
| 19 | 🔴Who is SETTING FIRE on the world? Who is WAR… | Who is setting the world on fire? | SBTV | Lithuania | 8.0 | high | requires verification |
| 20 | 🔴Who is SETTING FIRE on the world? Who is WAR… | Who needs war to survive? | SBTV | Lithuania | 8.0 | high | requires verification |
Videos with the highest risk for neighboring countries with Belarus
Lithuania – Top Episodes
We show up to 15 records with the highest risk.
10.0
10.0
8.0
10.0
0.0
- masonic conspiracy
- dictatorship in Central Lithuania
9.0
8.0
7.0
9.0
0.0
- Historical Lithuania includes three parts
- The Suwalki Corridor Belongs to the Masons
8.0
8.0
7.0
0.0
0.0
- The entire Lithuanian government has resigned
- Lithuania on the brink of a deep political crisis
8.0
8.0
7.0
0.0
0.0
- Lithuania beheaded
- scandalous resignation of the government
- corruption in lithuania
8.0
8.0
7.0
0.0
6.0
- Threats against Russian children on the Internet
- active bullying of Russian children in the Baltics
8.0
8.0
7.0
0.0
6.0
- bullying of Russian-speaking children on the internet
8.0
8.0
7.0
0.0
0.0
- collapse on the EU border
- people can’t cross the border
8.0
8.0
7.0
6.0
5.0
- Lithuania spent money on the project
- Lithuania sold passports
- BNR figures mired in financial fraud
- budget embezzlement in Lithuania
8.0
8.0
7.0
0.0
6.0
- Labor slavery is thriving in Lithuania
- what do they do with refugees there
8.0
0.0
8.0
7.0
0.0
- Lithuania has begun to independently carry out actions that could threaten peace
- Who is setting the world on fire?
- Who needs war to survive?
- Peace initiatives are doomed to failure
8.0
8.0
7.0
0.0
5.0
- Lithuania produces mines
- Lithuania Spends Millions on Canned Food
7.0
0.0
8.0
0.0
0.0
- Lithuanians furious at government inaction
- protests
- rallies
7.0
5.0
7.0
4.0
6.0
- Tikhanovskaya took money from Lukashenko
- A monstrous provocation with victims
7.0
5.0
6.0
4.0
3.0
- Poland and the Baltic States pose a security threat
7.0
0.0
5.0
7.0
3.0
- Poland and Lithuania are a tool of the West
Latvia – Top Episodes
We show up to 15 records with the highest risk.
8.0
8.0
7.0
0.0
5.0
- Latvia kicks out war veteran
- Russia accepted him as a Hero
8.0
8.0
7.0
0.0
0.0
- Latvian authorities are taking away land from farmers
8.0
8.0
7.0
0.0
0.0
- Medical care is becoming difficult to access for Latvian residents
- Latvians will have to wait several years for doctors
7.0
5.0
6.0
0.0
0.0
- Crisis in Latvian agriculture
- 100 thousand Poles will be subject to layoffs
- A powerful blow to the Latvian economy
7.0
5.0
6.0
0.0
4.0
- Border guards in Latvia are punished for speaking Russian
6.0
5.0
6.0
0.0
0.0
- Harvest campaign in Latvia disrupted
- State of emergency declared in Latvia
6.0
5.0
4.0
0.0
0.0
- Medical crisis in Latvia
- Doctor’s appointment for 2027
6.0
5.0
6.0
0.0
0.0
- sharp rise in food prices in Latvia
6.0
5.0
6.0
0.0
0.0
- Latvia intends to close border for those traveling to Belarus and Russia
- Self-isolation policy in Latvia has been elevated to absolute
6.0
5.0
4.0
2.0
1.0
- Latvia may quickly close its eastern border
- Latvia to ban buses from crossing border
6.0
5.0
6.0
0.0
0.0
- Crisis in Latvian agriculture
- A blow to Latvia’s economy
- Authorities urge people to save money
6.0
5.0
6.0
0.0
0.0
- Latvia sailed and sank
- real problems in agriculture in Belarus
6.0
5.0
4.0
0.0
0.0
- Latvia withdrew from ATAV
- border guard stepped on a mine
6.0
5.0
4.0
0.0
0.0
- Latvia ranks last in the EU for healthy life expectancy
6.0
5.0
6.0
0.0
0.0
- Latvia may be left without public transport
Poland – Top Episodes
We show up to 15 records with the highest risk.
10.0
10.0
10.0
0.0
10.0
- Ukrainian soldiers wanted to crush old people in a tank
9.0
10.0
8.0
0.0
7.0
- Ukrainian soldiers were robbing people near Mariupol
9.0
8.0
9.0
0.0
7.0
- Poland will no longer tolerate Banderaism
8.0
8.0
7.0
0.0
5.0
- Poland expands arsenal of weapons against migrants
8.0
8.0
7.0
0.0
5.0
- Poland is the most aggressive country in Europe
- militarization of Poland
8.0
0.0
8.0
0.0
7.0
- Poland and the Baltic States are aggressive towards Belarus
- Pressure from Poland
8.0
8.0
7.0
6.0
5.0
- Potato problem in Poland
- hunger in belarus
- Concealment of information by European media about Belarus
8.0
8.0
7.0
6.0
5.0
- Russia wants to seize Poland and the Baltics
- What did Putin say?
8.0
8.0
7.0
0.0
0.0
- Poland spent EU money on yachts
- Poland spent EU money on saunas
8.0
8.0
7.0
0.0
0.0
- Dismissal of about 100 thousand people in Poland
- economic crisis in Poland
8.0
8.0
7.0
6.0
5.0
- Ukraine sale
- who got the land and main resources
8.0
8.0
7.0
0.0
0.0
- Poland on the brink of disaster
- farmers were left without a harvest
8.0
8.0
7.0
0.0
0.0
- Unidentified object crashes and explodes in Poland
8.0
8.0
7.0
5.0
3.0
- Poland intends to p…
- Poland is preparing for war
8.0
8.0
7.0
5.0
6.0
- Baba Dunya and the iPhone
- beavers or herring
- NATO’s swamp idiocy





















































