Popular social media platforms are constantly removing massive amounts of fake accounts and spam content. Surfshark’s analysis of annual public transparency reports reveals the staggering scale of this cleanup: Facebook, TikTok, X, and LinkedIn collectively remove 6.3B fake accounts. These platforms, along with YouTube and Instagram, also remove 11.1B pieces of spam content. On the dark market, fake account prices start at $0.08.
While AI agents are learning to interact with each other on their designated social media, bots pretending to be humans continue to sink popular platforms.
“I am convinced that the majority of fake accounts on social media are bots. Especially with the evolution of AI, producing and managing bots becomes easier. On some platforms, AI can fully cover the needs of “faking”. In contrast, on others it’s not that simple — for example, on Facebook, where interaction with real people and response to context are required,” says Justas Pukys, Senior Product Manager at Surfshark.
He explains that bots are programs designed to impersonate humans. They are centrally controlled, like marionettes, and trained to deceive both systems and humans. In addition, bots can also be real people who manage several accounts with a common goal, for example, to influence social media users’ attitudes, push an agenda on a certain issue, provoke society, or show exaggerated support for certain institutions or figures.
Comparing fake account removal volumes to active users reveals the enormous scale of the monitoring and removal that social media must perform.

On some platforms, the number of annual removals rivals or even exceeds the entire active user base. For example, Facebook, with 3B active users, removes 4.5B fake accounts annually — a volume 1.5 times its user count. Similarly, X reports removing 671M accounts each year for platform manipulation and spam, a figure that surpasses its 570M active users. TikTok deletes 1B fake accounts, equivalent to over half its active user base — 1.9B.
“Considering those platforms’ size, global reach, and impact on human opinion and behavior, I wouldn’t be surprised if the number of fake accounts and content were even higher than presented in the official transparency reports. Also, I believe these numbers will continue to grow drastically in the future, unless social media finds effective ways to combat the threat,” says cybersecurity expert at Surfshark.
Real users face increasing scam risks
Given that social media is flooded with fake accounts and content, a really worrying issue is that real users can easily be scammed and harmed, both morally and financially. Consider these recommendations from Surfshark’s experts on how to avoid getting scammed:
Pay attention to suspicious account profile details: fake accounts usually have very few photos or only associative images. Usually, the account is created recently and has a vague or overly promotional bio.
Be aware of unnatural behavior: fake accounts often send friend requests to many people in a short period of time. They may immediately send you links or other suspicious offers, usually encouraging you to move the conversation to WhatsApp or Telegram quickly.
Fake accounts send repetitive or copy-paste comments: they tend to post the same message under many posts. They typically offer “too good to be true” benefits, such as crypto, giveaways, and miracle cures.
What should you do to avoid harm?
- Don’t engage with suspicious accounts and content: don’t reply, argue, or click links;
- Always check: look at important details such as the account’s age, bio, and number of friends;
- Report the account and content: use the social media platform’s report feature;
- Protect yourself: enable two-factor authentication (2FA) on your account, make your social media profile private, and avoid sharing personal details publicly.



Cybersecurity expert explains Instagram’s bot purge and what users should do next
Posted in Commentary with tags Instagram, Surfshark on May 8, 2026 by itnerdThis week, Instagram users woke up to something that is already being called The Great Purge of 2026, as the platform reportedly removed millions of fake user accounts, affecting many platform users’ follower numbers, including famous influencers and celebrities.
However, this isn’t an isolated event. Major social media platforms are constantly struggling to maintain the authenticity of their user bases. To put this in perspective, recent research from Surfshark shows that the most popular social media platforms collectively remove about 6.3 billion fake accounts and 11.1 billion pieces of spam content every year.
Tomas Stamulis, Chief Security Officer at Surfshark, shared his insights into the situation:
“While I’m convinced that the vast majority of fake accounts removed in Instagram’s latest purge were bots, I’m also sure that many legitimate users were caught in the crossfire. With the rapid evolution of AI, creating and managing bots that mimic human behavior has become incredibly simple. Instagram, being a highly visual platform, is particularly susceptible to this, as AI can easily fake engagement without the need for the complex, context-aware interactions you might see on platforms like LinkedIn.”
Stamulis notes that a purge of this scale wouldn’t be possible without the help of artificial intelligence and notes that while AI can really help with a bot problem, some legitimate accounts might be misidentified as bots in the process.
“No AI system is without its flaws, and a purge of this scale inevitably means that legitimate users get flagged as bots. A fundamental drawback of any AI system lies in its reliance on the data it was trained on. If the training data is biased or certain legitimate behaviors are underrepresented, the AI can misinterpret the actions of real users as inauthentic. For instance, if an individual consistently follows a large number of new accounts in a short period due to a niche interest or an event, the AI might interpret this as bot-like behavior, when in reality, it’s an authentic user action. These ‘false positives’ can lead not only to temporary inconvenience but also to lost revenue for businesses or damaged reputations for creators.”
If your legitimate Instagram account was impacted by the recent Instagram bot purge, a cybersecurity expert shared a few tips:
“First, immediately document everything by taking screenshots of your profile, follower count, and any notifications or error messages, as this evidence is crucial for your appeal. While going through Instagram’s official appeal process, avoid third-party services, as these can also be flagged as bot behavior. Be clear, concise, and human in your language, explaining your situation.”
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