Click Fraud

Last Updated on December 23, 2022 by Hammad Hassan

What is Click fraud?

Click fraud occurs when a human or machine impersonates a real visitor to a website and clicks on an ad, button, or hyperlink. The purpose of click fraud is to deceive a platform or service into believing that legitimate people are interacting with a webpage, ad, or app. It is like a loophole for cybercriminals. That’s why click fraud protection is crucial in current times. 

Who’s responsible for click fraud and why?

This click fraud is primarily the fault of hackers’ competition. Companies frequently urge their staff to click competition advertising or recruit low-wage workers on their behalf. Publishers are also in danger of click fraud since it can harm their reputation and relationships with advertisers. 

As a result, many advertisers and companies are no longer ready to spend money on publishers’ available ad inventory. Additionally, losing the bulk of your ad space buyers to IVT makes click fraud crucial.As a result, many advertisers and businesses are no longer willing to spend money on publishers’ available ad inventory. Furthermore, losing the majority of your ad space buyers to IVT increases click fraud.crucial.

How to protect?

Some advertisers have automatic detection algorithms in place to prohibit bot-related clicks – Google, for example, utilises machine learning to filter out ad-related behaviour from bots, in addition to a manual review process.

  • Server from data collection

To collect data from your website, a server must collect information from many websites to identify click fraud. The main server will screen the incoming data on their specific behaviour.

  • Visitor counters

After setting up the data collection server, developers must create a special code (counter) for a client website. It will communicate specific visitor data to the server for additional click fraud research. Real-time visitor analysis is done in the JavaScript code. It is secure and won’t impact how well your website performs.

  • Data collection

After you use Google Tag Manager to add a visitor counter to your website, data begins streaming in real-time for additional analysis to the server. The analysis of the click-fraud fraudsters diverted to your ad will be if more data from the central database is collected. Additionally, it regularly organises respective storage. If not, there would have been a huge amount of data acquired from the clients.

  • Connecting to Google

It requires automated access to the Google Ads system to govern who may. It cannot view the advertisement in a set order since the goal is to prevent click fraudsters from clicking on contextual advertising (showing it to actual people only and preventing click fraud).

  • Multifactor analysis

Real-time visitor analysis is the most critical and difficult step to take to identify when bots are clicking on adverts. Separate algorithms are developed for this purpose, and previously gathered data from the server is continuously received and analysed. These formulae are A0, A2, A2, and so on. With the growing complexity of analysis, each algorithm completes its mission of bot detection.

  • Blocking bots

Using API, it turns off the display of contextual advertising once bots have reached the client’s website. The bot won’t see the advertisement in Google search results or other sites the next time it tries to click a scam. For the campaign(s) where the block occurred, Google will cease serving ads to visitors from the blocked IP address range when the service bans them in Google Ads.


Google and other third-party companies have taken some steps in order to protect websites from click fraud. But it is a responsible move to be aware of malicious content. So, it is highly advisable to seek click fraud protection services to stop scams and expand your reach. 

Apart from this if you are interested to know more about 5 Reasons to Send Out Regular then visit our Business category