King's College London researcher Gregory Asmolov suggests that the opposition media's topic homogeneity stems from their self-assigned role: filling gaps left by state and neutral media. These gaps —coverage of persecution and consequences of the war — are highly specific, thus creating content homogeneity.
Conclusion
Through the survey data and machine learning analysis, we have identified significant differences in the popularity and content strategies of different media categories on Telegram. The data reveals that pro-government channels maintain a substantial popularity advantage over their opposition counterparts, attracting 44% of Telegram news readers versus just 14%.
Our analysis demonstrates clear patterns: opposition channels focus on a narrower range of topics, primarily covering political persecution and the war’s consequences, while maintaining a more negative tone than other channel types. In contrast, neutral channels manage to attract diverse audiences by emphasizing everyday concerns such as the economy, emergencies, and health news.
Sociologist Maxim Alyukov notes audience fatigue with repetitive content. Even antiwar audiences report exhaustion from hearing identical messages repeatedly. He emphasizes that relevance drives engagement — negative news must connect to readers' personal experiences to hold their interest. At the same time, he observes that opposition media face conflicting demands: Russian audiences want less political content, while international readers expect the opposite.
Although the problems are clear, implementing solutions to them is not as easy as it may look like. Editorial decisions must align with each outlet's mission and priorities. As Asmolov reminds us, informing and entertaining are different functions, and media experimenting with formats must remember their primary purpose.