#adfrauddetection

The BFSI sector runs some of the most high-stakes digital campaigns in advertising. With customer lifetime values stretching across years of loans, credit cards, investments, and insurance renewals, every lead matters enormously. But that’s precisely what makes BFSI such a lucrative target for fraud. 

Performance campaigns in BFSI are built around a simple promise: pay per lead, optimise for cost per acquisition. It’s efficient in theory. In practice, it’s where exploitation begins. Because a bad click isn’t just a bad click — it travels downstream, pollutes the funnel, and contaminates every stage below it. Fake clicks become fake leads. Fake leads inflate CAC. And inflated CAC quietly bleeds campaign budgets dry. 

Make most out of your ad spend

Among a plethora of challenges faced by a brand and a marketer, ad fraud makes it to the top of the battle list. This battle is real- the bots eating up the digital ad impressions and burning a hole in the effectiveness of ad spending. What’s the outcome?

The advertising has no effect on your business and money spent on ads goes down the drain (well, to the bots).

Studies indicate that 25% (maybe more) of ad clicks are fraudulent clicks which means that brands and marketers pay the fraudsters one out of every four times when an ad has been clicked. 

Ad fraud is not just a basic bot traffic problem anymore. It’s an issue contaminating the entire marketing funnel silently. Here’s what the data says, and what leaders must do next. 

Imagine spending ₹100 on a digital campaign and losing ₹20–30 before a single real customer ever sees your ad. Not due to a bad creative. Not a flawed targeting strategy. But because the digital advertising ecosystem, the programmatic advertising pipelines, the affiliate networks, and the ad placements, are structurally misplaced. 

The Indian Premier League (IPL) is not just one of the biggest sporting events in the country; it’s also one of the most powerful advertising platforms for brands. Every season, millions of viewers tune in across TV and digital platforms, making IPL a high-impact opportunity to drive brand visibility at scale. 

Naturally, brands go all in. From live broadcast placements and digital ads on OTT platforms to in-play overlays during matches, IPL advertising budgets are spread across formats with one common expectation: maximum visibility.  

Every click matters; every click costs money. But what if many of those clicks aren’t even from real users? How do you identify the clicks that you get on each campaign as genuine and from the right audience? 

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.

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.

Ad fraud is not just a basic bot traffic problem anymore. It’s an issue contaminating the entire marketing funnel silently. Here’s what the data says, and what leaders must do next. 

Imagine spending ₹100 on a digital campaign and losing ₹20–30 before a single real customer ever sees your ad. Not due to a bad creative. Not a flawed targeting strategy. But because the digital advertising ecosystem, the programmatic advertising pipelines, the affiliate networks, and the ad placements, are structurally misplaced

Mobile app advertising is all about data coming from CPI campaigns – ROAS and LTV being the go-to metrics to measure campaign performance and success. But are you sure the metrics you are relying on are giving you the right results? 

The numbers on your dashboard are not always true.  

As advertisers pour more budget into mobile performance campaigns, many overlook critical vulnerabilities – mobile ad fraud. It’s not just a line-item loss, it’s a performance killer that inflates Return on Ad Spend (ROAS) and erodes Customer Lifetime Value (LTV). 

Fraudsters exploit the systems marketers depend on – attribution models and campaign metrics – using sophisticated tactics like click fraud, fake installs, click injection, SDK spoofing, etc.