#fraud detection solution

It’s that time of year again. Finance wants numbers. Leadership wants plans. And marketing teams across the country are doing what they do every time during financial year close: reviewing channel spends, comparing ROAS across platforms, and deciding where next year’s budget should go.

But here’s what most of those budget conversations skip.

Channel-level reporting tells you what you spent. It doesn’t tell you whether any of it actually worked the way you think it did.

The uncomfortable reality is that media waste doesn’t happen only in bad channel choices or poorly targeted campaigns. It happens at every stage of the funnel:

Impressions served but never seen

Clicks generated by bots or non-intent traffic

Visits that never engage

Conversions that were misattributed or would have happened organically

This means a vast majority of media advertising budget wastage, and ad fraud is invisible without deliberate, layer-by-layer auditing.

As you close the financial year and plan for FY 2026, the most important question is not just where to spend more, but where your budget may already be leaking.

The Full-Funnel Media Waste Audit Checklist

To ensure your next year’s budget is based on reliable performance data, marketers should audit campaigns across four key stages:

Impressions (Reach & visibility)

Clicks (Traffic quality)

Visits/Installs (Real engagement)

Events/Conversions (True business outcomes)

Below is a structured financial-year closing audit checklist for each stage.

Impressions & Reach Stage

You Paid for Reach. But Did Real People See It?

Impressions are hardest to tie to outcomes and often get ignored while auditing ad traffic. It is because an ad delivered is often considered to have been viewed. As per IAB viewability standards, if a static ad is visible on the screen for a continuous one second, the impression is counted as served.

However, delivered is not the same as seen. And seen is not the same as seen by the right person, in the right place, at the right moment. If you’re not actively auditing where your impressions are going, which placements, which audiences, which environments, you’re not running a branding campaign. You are just running a reach report. 

What Advertising Budget Waste Looks Like At The Impression Stage 

Invalid Traffic (IVT): Bot-generated impressions consuming budget and reporting as delivered.

Viewability failures: Ads technically served but never actually in-view by humans.

Brand safety violations: Impressions delivered in unsafe or irrelevant content environments.

Pixel stuffing: Multiple ads hidden within a single placement or tiny pixel, generating impressions that users never actually see.

Ad stacking: Multiple ads layered on top of each other in a single placement, with only the top ad visible while all register impressions.

Audience mismatch: Impressions served outside your target demographic, geography, or intent band.

Frequency breaches: Ads repeatedly served to the same users beyond frequency caps; inflating impression counts without increasing incremental reach.

Made-for-Advertising (MFA) sites: Low-quality publisher sites designed primarily togenerate ad impressions rather than genuine user engagement.

Here’s what we saw in one of the campaign audits for a FMCG brand

A full-funnel audit conducted on an FMCG brand campaign running across placements over a four-week period, revealed something that the campaign dashboard simply wasn’t showing.

At first, the numbers looked fine. Impressions in the millions, a 1.43% CTR, and IVT at 3.4%. But the real signal was buried in the visit-to-click ratio: of every 100 clicks recorded, fewer than 48 resulted in an actual website visit.

More than half the clicks were going nowhere. Digging deeper into placement-level data made the picture significantly worse. Out of 4,859 total placements generating impressions, 92.98% of placements generated zero clicks further.

With brands shifting a large amount of their budgets to digital platforms, programmatic advertising plays a crucial role in how brands optimize their budget at each stage of the funnel. 

The programmatic advertising market in India is still considered to be at a nascent stage; however, it has taken a steep curve and is not going to stop. 

According to the Dentsu-e4m Digital Report 2025, programmatic advertising contributed 

₹20,c8c crore, accounting for 42% of India’s digital media expenditure by the end of 2024, reflecting a 21% growth over 2023. The report further projects this momentum will continue, with programmatic expected to represent 44% (₹30,405 crore) of the digital advertising market by 202c, growing at a compound annual growth rate (CAGR) of 21.24%. 

With the power to automate media buying and provide real-time data, programmatic campaigns offer unmatched scalability and precision. But with great opportunity comes significant risk. If not handled carefully, programmatic campaigns can fall prey to inefficiencies and ad fraud, draining budgets and damaging brand reputation. 

Affiliate marketing in the MENA region is growing exponentially as a result of the region’s growing digital connectivity and e-commerce environment. As brands and advertisers realize the effectiveness of affiliate campaigns in driving ROI and engaging with digital-savvy consumers, they are investing more in it to reach wider audiences and increase app downloads.

According to Cognitive Market Research, the global affiliate market size was estimated at USD 18,512.2 million, out of which the Middle East and Africa region held a significant share of around 2% of the global revenue, with a market size of USD 370.24 million in 2024. The region is projected to grow at a compound annual growth rate (CAGR) of 7.7% from 2024 to 2031.

But with this growth comes greater risk. As the affiliate ecosystem scales rapidly, so do opportunities for fraudsters to manipulate metrics and quietly drain your ad budgets.

On the surface, your campaigns could be performing great, with installs pouring in, but when you dig deeper, user engagement is weak, uninstall rates are high, and your conversions don’t quite match the traffic volume.

Ever celebrated a spike in installs, only to realize no one’s using your app? 

You’re not alone. For every marketer chasing performance metrics, there’s a nagging truth: not all installs are created equal. In fact, a growing chunk of them might be fake, incentivized, or just plain useless. 

According to our analysis, there has been a significant rise in ad fraud in apps at each level of the funnel, the highest being at the install stage. There are various sophisticated methods used by fraudsters to manipulate app installs. This includes junk installs, click spamming, and affiliate fraud—all quietly inflating your numbers while your actual ROI flatlines.  

Kuku FM, one of India’s fastest-growing audio platforms, ran headfirst into this challenge. Massive install numbers. Minimal post-install activity. Skyrocketing costs with little to show for it.  

But they didn’t just accept it. They fought back with the right partner and the right data. 

This is the story of how Kuku FM turned fake installs into real engagement, leveraging a mobile ad fraud detection tool with their current tech stack, and reclaimed their growth narrative. 

Click Spamming in USA , Saudi Arabia, United Arab Emirates, India.

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The Myth of Fraud-Free Performance Programmatic Platforms

With the sophisticated technology behind performance programmatic advertising, these platforms are propagated to be fraud-free. This misconception arises from the belief that advanced algorithms and data-driven strategies can fully protect against fraudulent activities.

However, fraudulent activities such as click fraud, impression fraud, and fake installs continue to plague the programmatic advertising ecosystem. Fraudsters constantly evolve their tactics to exploit system vulnerabilities.

Many programmatic platforms claim to have robust ad fraud detection solution mechanisms, but these measures often fall short in practice. That’s where a third-party independent validator is needed. The sheer volume of transactions and the complexity create numerous opportunities for invalid traffic to slip through the cracks. Ad Fraud in USA , Saudi Arabia, United Arab Emirates, India. Click here to read more:

Ad Fraud Prevention and Traffic Validation solution powered with AI ML based algorithms, set to do real-time monitoring of digital advertising. It successfully counters the rising complexities of ad fraud such as click fraud, impression fraud, automated bot detection, blacklisting capabilities with authenticity and transparency in all digital realms be it an advertiser, network, or marketer. It covers a wide spectrum of digital platforms and more. It offers seamless integration and validate traffic attribution. Prevent wastage of ad spend across web, App and programmatic advertising ecosystem, maximizing your ROI with comprehensive ad campaign protection. Also, provide DCB VAS anti-fraud solutions to global telecom players.

Ad fraud detection in USA, India, Dubai, Saudi Arabia, UAE.

Imagine a bucket with a small but constant leak. You pour water daily, yet the water level barely rises. Running lead campaigns with junk leads in your CRM is similar.

You’re investing resources, yet the actual value doesn’t grow. Junk leads, like leaks, waste resources, and hold back growth, leaving your team stretched and chasing unqualified prospects.

For a digital brand investing heavily, the pain point is clear: valuable marketing and call center resources are wasted on unproductive leads, reducing campaign efficiency and conversion rates. One of the sure-fire methods is lead punching used by fraudulent publishers to get money out of advertisers.

What is Lead Punching?

Lead punching is one of the fraudulent practices used by dishonest publishers or affiliates to deliberately submit false lead information, using the real names, phone numbers, and email IDs of a person. This information is easily accessible across multiple sources at a minimal cost, which makes it easy for fraudsters to exploit. They use this data to fill out lead forms, ensuring the details appear legitimate.

How does it impact CRM health?

You waste marketing spend on irrelevant leads: When marketing budgets drive unqualified traffic, a significant chunk of that spend is essentially wasted. Over time, these costs add up, creating a heavy financial toll on lead generation campaigns that fall short of delivering qualified prospects.

Your call center team spends time calling unresponsive and irrelevant leads: Junk leads consume precious time, especially for call center teams and sales representatives. Every call, follow-up, and email sent to an unqualified lead diverts resources from real prospects, reducing the efficiency and morale of your team.

You miss the 5-minute rule: According to this rule, the chances to connect with a prospect increase 100 times when connected within 5 minutes instead of waiting for an hour. With resources tied up on low-quality leads, high-potential prospects might get lost due to delayed follow-ups or overlooked engagement. Junk leads indirectly lead to missed revenue opportunities by diverting the attention of your team.

Lead Punching in USA, UAE, Dubai, SEA, India, Saudi Arabia

In the fast-changing world of digital marketing, the United States is the leading country in the rapid growth of advertising field. But as the saying goes every coin has two faces, this development is followed by numerous ad frauds. Ad fraud not only depletes budgets for campaigns but also undermines the sincerity and success rate of online marketing activities.

Rapid Growth of US Ad Landscape?

Since the last decade, the American digital ad landscape has experienced enormous expansion such as advanced technological strategies, wider internet access, and the advent of social media platforms.

According to Statista, Ad spending in the US market is expected to reach 421 billion dollars in 2024. In 2024, with a market volume of 143 billion dollars, TV & Video Advertising is the largest market there. When compared globally, the United States will be held for the most ad spending in 2024, 421 billion dollars. 82% of the total ad expenditure is predicted to originate from digital advertising in 2029 within the Advertising market. The projected average ad spending per capita in the TV & Video Advertising market is US $420.70 in 2024. In the United States, 87% of the revenue of the advertising market is predicted to be generated through programmatic advertising in 2029. The United States advertising market is inclining more towards personalized and targeted digital campaigns in order to track targeted customers to maximize its ROI.

Ad Fraud in USA, India, Dubai, Saudi Arabia, UAE.