A Guide to Detect Fake User Accounts

Online social media platforms have become an major part of our daily lives: with the ability to send messages, share files, and connect with others, these networks provide a way, for us users, to stay connected. Those platforms are dealing with a rise of fake accounts and online fraudster making maintaining the security of their users a major challenge for them. This guide will give advice to users on how to protect themselves against those potential risks.

Verified Account Badges

One of the most effective ways to identify real accounts on social networking sites is through verified account badges. Major platforms like Twitter, Facebook, and Instagram offer official verification for accounts of public figures, celebrities, and companies. These badges, usually represented by a check mark or a badge icon, indicate that the account has been verified by the platform as authentic (by asking the owner of the account to provide additional identifying information).

Profile Picture Analysis

Fake accounts often use default profile pictures or images that are commonly found on the internet. If the account in question does not have a personal photo or uses a generic image, it may be a red flag indicating a fake account.

Name Misspellings

Misspelled names are another common tactic used by fake account creators. By subtly altering the spelling of a name, they attempt to mimic a legitimate account. For example, adding or removing a letter in a famous person’s name can deceive unsuspecting users. 

Mutual Friends and Contacts

Examining the list of friends or contacts associated with an account can be a helpful indicator of its authenticity. If the account in question lacks mutual friends or contacts with you or others you know, it may suggest that it is a fake account. However, scammers may have already sent friend requests to your contacts, who may have accepted them unknowingly, so caution is required. 

Profile Content Analysis

Before accepting a friend request or engaging with a user’s content, take a moment to review their posts and profile information. If the content seems suspicious, unrelated to the user or primarily focused on promoting a product or service, it may indicate a fake account.

Follower and Following Ratio

On platforms like Instagram and Twitter, examining the follower and following ratio can help identify fake accounts. If an account follows a significantly larger number of users than the number of followers it has, it raises suspicions. This pattern often indicates a fake account that employs automated scripts or bots to follow other users in the hopes of gaining followers in return. Legitimate accounts typically have a more balanced ratio or a higher number of followers compared to the accounts they follow.

Character Substitution and Extra Spaces

Fake accounts often employ tactics such as character substitution and the addition of extra spaces to create unique usernames. By substituting characters that resemble others or adding spacing characters like underscores, hyphens, or periods, they can create account names that appear distinct. 

Low Follower Count

While it is not uncommon for legitimate celebrity or business accounts to have a large number of followers, fake accounts typically have a significantly lower follower count. If an account claiming to represent a well-known individual or company has a disproportionately low number of followers, it is a strong indication of a fake account. Comparing the follower count of the suspected account to that of the actual person or company can help confirm its authenticity.

Account Creation Date

The date of account creation can also provide valuable insights into the authenticity of an account. If an account was recently created, it may raise suspicions, especially if it claims to represent a well-established individual or organization. Genuine accounts typically have a longer history, and the creation date aligns with the timeline of the person or company they claim to represent. 

Reasons Behind Fake Account Creation

Understanding the motivations behind creating fake accounts can provide valuable context for detecting and dealing with them. Some common reasons for creating fake accounts include:

  • Harassment: Fake accounts may be used to target individuals or their friends for harassment.
  • Identity Theft: Fraudsters may create fake accounts to gather personal information and steal identities.
  • Reputation Damage: Fake accounts can be used to spread false information or make damaging statements about individuals or businesses.
  • Phishing and Catfishing: Fraudsters may use fake accounts to engage in phishing scams or catfishing attempts.
  • Parody Accounts: Some individuals create fake accounts to parody famous people or companies.
  • Anonymity: Creating fake accounts allows individuals to remain anonymous online.

Reporting and Blocking

Platforms should encourage users to report suspicious accounts. Timely reporting can help moderators take rapid action against fake usernames, preserving the integrity of the online community.


Detecting fake usernames is a critical step in maintaining a safe and authentic online environment. By understanding the telltale signs of fraudulent identities, we empower ourselves and our communities to combat misinformation, cyberbullying, and scams. Through vigilance, reporting mechanisms, and the collective efforts of users and platform administrators, we can work towards a more secure digital landscape for all.

Read more: A Guide to Detect Fake User Accounts

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