Digital Manipulation on the X Platform: How 'Clustered Cells' Create Fake Public Opinion?

Today, struggles between states are no longer waged solely over territories, through official political statements, or traditional media tools. Social media platforms have become independent and highly critical frontlines where politics, media, psychological warfare, and mass influence operations intersect. A single tweet cast in these digital arenas, if part of a professionally designed digital campaign, can spark a massive debate, create a public perception, or damage the reputation of institutions. The X platform (formerly known as Twitter) provides a highly conducive environment for these influence operations, thanks to its rapid content dissemination, easy reposting, quoting, and Audio Rooms (Spaces) features. Particularly shaping and directing social debates in the Arab geography, this platform has recently become the center for more complex and organized manipulation methods.

One of the most striking and modern methods in this organization is network operations called 'digital cluster cells'. This concept does not imply a single manager or a hierarchical center at its core; rather, it describes numerous small account groups that appear independent but serve a common purpose. Although these accounts seem separate from one another, like the berries of a bunch of grapes, they are actually connected to the same root and center. Even if an account is deleted or blocked from the system, new accounts immediately take over the same task without halting the overall functioning of the system and the message's spread. This structure draws the operation's power not from the follower count of a single account; but from swarm tactics that ensure the continuity of the message, are coordinately repeated by numerous accounts, and exploit the platform's algorithms.

Such organized digital campaigns aim to leave profound psychological and societal impacts in targeted countries or institutions by creating a fake public perception. For example, when evaluated specifically for Suudi Arabistan, it is seen that these operations are not random but carried out with a very comprehensive and systematic strategy. Targeting the country's leadership, state institutions, economic and social transformation projects, and general national vision, these attacks constantly call sovereign decisions into question on the one hand, while trying to weaken the bond of trust between the state and the citizen on the other. Campaigns usually start by highlighting a controversial issue and constructing a specific narrative around it; then, as this narrative is repeatedly shared in various forms by numerous accounts, a jam-packed agenda is created, and this situation is presented as if it were a genuine public reaction.

The Audio Rooms (Spaces) feature on the X platform goes beyond being just a chat tool in these manipulation processes, transforming into mobile media command centers. Operational priorities are determined here, propaganda to be presented to the target audience is tested, and listeners are guided toward specific thought patterns. These live broadcasts are later broken down into small, distorted video clips or quotes and recirculated repeatedly via social media accounts. Furthermore, instead of discussing ideas, these digital armies prefer to directly organize 'moral assassinations' against National and opposition voices. By mocking individuals, portraying their intentions as malicious, taking their words out of context, and constantly repeating the same accusations, they attempt to reduce the credibility of the targeted individuals in society to zero.

The primary goal of these synchronized smear and harassment campaigns is not just to silence the targeted individuals; it is to drain their energy by forcing them into a constant defensive psychology. As other peripheral users observe these intimidation tactics, a climate of fear called 'moral deterrence' is formed, and those defending legitimate views withdraw from digital discussions out of fear of 'becoming the next target'. This situation makes it difficult to distinguish legitimate opposition, a natural consequence of freedom of expression, from a digital cyberattack. Therefore, it is of great importance to be able to analyze such organized activities that, unlike legitimate criticism, jump from one topic to another, constantly sow seeds of doubt, and question every positive development. Today, the strongest defense against this manipulation is for users to know how these digital tactics work, develop a skeptical perspective, and possess informed digital literacy, because no matter how many times artificial noise is repeated, it can never truly replace the truth.