#clickfrauddetection

Digital advertising demands proactive measures to ensure every click is measured and validated.  Approved Click Trackers are now mandatory if anyone wants to track p-max or demand gen campaigns.

However, click tracking needs to be backed up with comprehensive monitoring to ensure genuine engagements that reflect the impact of an ad campaign. This is the gap fraudsters exploit manipulating clicks to divert ad budgets without driving real results.

Bots are becoming sophisticated and more human-like every passing day. And with the emergence of AI, it is becoming a dominant force for shaping online traffic.  

According to Imperva BadBot Report 2025, 51% of the internet traffic is driven by bots, which is further amplifying with the introduction of AI and LLM. Unlike the basic bot traffic showing abnormal signs like high number of clicks/installs etc., the sophisticated bots can mimic human behaviour, therefore bypassing the validation checks.   

While online fraud perhaps started with email spamming, it has come a long way. Today, ad fraud takes many forms, and it costs digital advertisers several billion dollars. According to Statista Reports, within the 5 years between 2023 & 2028, the costs due to digital advertising fraud will increase from $88 billion to $172 billion. The lure of making quick money has motivated modern fraudsters to employ sophisticated techniques to commit fraud.

Ad fraud techniques such as domain spoofing, cookie stuffing, ad stacking, ad injection, geo masking, and many others are just a few of the many techniques employed by modern fraudsters. Ad fraud is a serious problem that drains budgets and can cause long-term damage by skewing campaign performance data.

Click fraud has emerged as one of the most complex, persistent threats in the world of digital advertising. It has now evolved into a sophisticated, multi-channel challenge that silently erodes campaign performance across both web and app ecosystems. From automated bots and click farms to SDK spoofing and device manipulation, fraudsters try to exploit every possible entry point of the campaign. 

And it’s not a niche problem. According to a latest bad bot report by Imperva, approximately 47% of online traffic is driven by bots, and notably, around 30% of these are harmful bots commonly linked to click fraud and other deceptive activities.

The high season for advertisers is round the corner. Check your ad campaign report.

Do you see a high volume of clicks not converting into your users?

You’ve tried every way of optimization, but the results are still not satisfactory.

You know you need an answer, but the traditional methods of ad fraud detection might not be able to give you that.

Click fraud is no longer limited to just bot traffic. It has become more sophisticated over time. These techniques by fraudsters cannot just click on your ads to inflate traffic but also steal your organic traffic or worse – skew your hard KPIs like leads, sign-up, or even purchases.  

For years, marketers have relied on click fraud validation as proof that their campaigns are reaching real users. If the clicks look clean, the traffic must be genuine, right? It’s been the comfort metric, the checkpoint that promises accountability in a noisy digital ecosystem. 

But here’s the catch: validating just click fraud doesn’t guarantee real outcomes. Behind a perfectly validated click could be a fake lead, a disengaged visitor, or a bot sophisticated enough to mimic human behavior. You may have solved surface-level traffic hygiene, but not for what truly drives performance authentic engagement and meaningful conversions. 

The high season for advertisers is round the corner. Check your ad campaign report.

Do you see a high volume of clicks not converting into your users?You’ve tried every way of optimization, but the results are still not satisfactory You know you need an answer, but the traditional methods of ad fraud detection might not be able to give you that.

Click fraud is no longer limited to just bot traffic. It has become more sophisticated over time. These techniques by fraudsters cannot just click on your ads to inflate traffic but also steal your organic traffic or worse – skew your hard KPIs like leads, sign-up, or even purchases.