Ad Fraud Blog – Valid8

As an advertiser at a Fintech business, are you constantly stressed over user growth targets, tight budgets, and campaign performance pressures? Seeing the results pouring in through affiliate marketing campaigns, but something is still not working in your favor? So, what’s going wrong? Working with affiliates often feels like the quickest, most scalable, and reliable way to hit those numbers. And to be fair, it works—until it doesn’t. Behind those impressive install numbers hides a different reality—a reality that includes affiliate marketing scams like click spamming, click injection, incentive fraud, etc., which pose significant threats to both the financial integrity of your brand and user trust. We’ve seen it up close: in our analysis of 196 campaigns across industries, install-level fraud alone accounts for 43% of the total ad fraud detected. The question that now arises is – Why aren’t the fraud filters built into MMPs catching these? And more importantly, how do you ensure you’re not paying affiliates for users who never actually existed? This blog breaks it all down. Continue reading further to find the solution – How a full-funnel, validation-first approach strategy can help you protect your growth. Why Affiliate Programs Matter for Fintech Lending App Marketers? Fintech lending apps offer instant credit solutions, personal loans, and buy-now-pay-later (BNPL) options to millions of users. With an extensive range of services, these apps rely heavily on affiliate marketing programs as one of the primary acquisition channels to achieve rapid user growth in a highly competitive environment. Affiliate marketing enables fintech apps to partner with third-party publishers, influencers, and ad networks who promote the app through their owned assets like websites, social media, etc. These programs typically operate on Cost Per Install (CPI) or Cost Per Acquisition (CPA) models, where affiliates are rewarded only when a specific user action, like an app install or registration, is completed. This performance-driven approach makes affiliate marketing an attractive, scalable, and seemingly low-risk strategy for customer acquisition. To maximize reach and conversion, fintech lending apps frequently run targeted campaigns such as: · Referral-based promotions with sign-up bonuses for both parties · Cashback offers upon completing the first transaction or loan disbursal · Limited-time loan offers marketed through affiliate push channels · Influencer-driven traffic from content creators in personal finance and credit niches Therefore, this channel demands substantial investment. According to Juniper Research, the average CPI for fintech apps ranges from $2.50 to $6.00, reflecting the high cost of acquiring quality users. With large-scale campaigns often spanning multiple geographies, fintech advertisers end up spending millions monthly on affiliate-driven traffic, making them a prime target for sophisticated affiliate fraud schemes that exploit these high-payout campaigns. What type of Affiliate Fraud Techniques Impact Fintech App Campaigns? As fintech lending apps continue to scale aggressively through affiliate marketing, they face growing threats from sophisticated fraud techniques designed to exploit CPI and CPA models. These fraudulent activities not only siphon off ad spend but also distort key performance metrics, leading to poor marketing decisions and wasted budgets. Here are the most prevalent forms of affiliate fraud targeting fintech apps: – Click Spamming Click spamming, also known as organic poaching, involves fraudsters bombarding attribution systems with an enormous volume of fake clicks, often generated through malicious apps running in the background on a user’s device. These clicks have no real user intent behind them, but if an install happens later, the fraudulent affiliate is falsely credited. This dilutes attribution accuracy and eats into organic user credit, masking true campaign performance. – Bot-Generated Installs Using advanced scripts or emulators, fraudsters deploy bots to simulate real app installs. These bots mimic user behavior to bypass basic fraud detection, but in reality, there is no actual user engagement. This leads to inflated user acquisition numbers and higher CPIs, with no value delivered. – Click Injection Click injection is another form of attribution fraud where a malicious app on a user’s device monitors installs and broadcasts. Just before a legitimate app install begins, it injects a fraudulent click to hijack the attribution. This tactic is especially common on Android and gives fraudsters credit for installs they didn’t influence. – Incentive Fraud Under an incentive fraud scenario, users are lured to install apps purely for incentives, such as rewards, cashbacks, or gift cards, promoted by deceptive affiliate sources, not the brands. These users have no intention of engaging with the app long-term, resulting in low retention, poor ROI, and skewed user quality metrics. – Event Spoofing Sophisticated fraudsters simulate post-install in-app events like loan applications, repayments, or KYC verifications to trick marketers into believing that real engagement has occurred. These spoofed events distort downstream performance metrics and hinder optimization strategies How to Know if Your App Campaigns are Impacted by Affiliate Fraud? Together, the above-mentioned tactics form a multi-layered affiliate fraud scam that fintech advertisers must address proactively to protect their marketing investments. Here are some of the red flags that marketers and app owners should monitor consistently to uncover fraudulent traffic: – Unusually High Install Volumes with Low Engagement: A sudden spike in installs without a corresponding increase in logins, KYC completions, or loan applications could indicate click spamming or bot-driven installs. – Discrepancies Between Reported Installs and Backend Data: When attribution platforms report high install numbers, but internal app analytics show minimal usage, it’s a strong signal of non-genuine activity. – High Uninstall Rates: If users are uninstalling the app within a few hours or days of installation, it often points to incentivized installs or low-quality affiliate traffic with no long-term value. – Inconsistent Geographic Patterns: Fraudulent traffic may originate from regions that aren’t part of your target audience or display device language/location mismatches. When left unaddressed, these red flags erode both financial resources and user trust, two critical pillars for any fintech business. Why are MMPs not enough to detect Affiliate Fraud in Apps? Most traditional ad fraud detection solutions in the market are not well-equipped to handle the level of sophistication fraudsters now employ, particularly in high-value verticals like

Programmatic advertising is seeing a massive growth in the Middle East and Africa region. According to the statistics, the demand of programmatic advertising market will see a splendid growth of 7.89% between the period of 2022-2027.   This increasing demand generates from the region’s growing adoption of digital advertising. Where the demand increases, the challenges emerge as well. As more brands invest in programmatic channels, the challenges increase too. Despite its advanced and automated system of ad delivery, these channels are prone to some fundamental challenges like programmatic ad fraud, brand safety and transparency gaps.   In this blog, we will break down the challenges in programmatic advertising, its impact on advertiser’s campaigns and how marketers can solve it and make their programmatic campaigns effective and brand safe.   An Overview of Challenges in Programmatic Ads in MENA region   Advertisers are often drawn to this due to its promise of scalability, automation and precision targeting. However, these platforms pose several structural and operational challenges that limit the growth for the advertisers and give a picture they didn’t expect. Here are a few key challenges in programmatic that the advertisers in MENA region face today:   – Lack of Transparency  What is not visible cannot be trusted.   Yet, advertisers have to spend trusting the platforms, based on metrics shared, without knowing where their ads are showing up. One of the most persistent issues in programmatic advertising is the limited visibility into where budgets are being spent, who is watching their ads, where their ads are placed.   The supply chain often involves multiple intermediaries — DSPs, SSPs, trading desks, and more — each adding layers of complexity. As a result, advertisers frequently struggle to track where their ads are running, how much is being spent at each step, and whether the impressions served are real or just bot driven.  – Rising Threat of Programmatic Ad Fraud  MENA’s digital ecosystem, while growing, remains vulnerable to various forms of programmatic ad fraud — from invalid traffic (IVT) and fake clicks to domain spoofing and impression laundering. Without robust ad fraud detection and prevention measures, a significant portion of programmatic budgets risks being wasted on non-human or low-quality traffic, diminishing campaign performance and brand trust.  – Limited Access to Quality Inventory  Access to high-quality, premium inventory is still a challenge across many MENA markets. While larger markets like the UAE and Saudi Arabia offer better options, advertisers targeting wider regional audiences often end up buying lower-tier inventory. This affects not just campaign reach but also engagement, conversion rates, and brand perception. And adding to this is the problem of ads appearing beside any unsafe content. This leads to a brand reputation issue for advertisers.  – Measurement and Attribution Gaps   Many advertisers in the region continue to rely on basic performance metrics like clicks and impressions. However, these surface-level KPIs do not paint a full picture of campaign effectiveness. Advanced measurement models like multi-touch attribution (MTA) are still not widely adopted, making it difficult to connect programmatic spend to actual business outcomes like customer acquisition and revenue growth.  – Fragmented Technology Infrastructure  The level of programmatic maturity varies significantly across different MENA countries. What works in the UAE or Saudi Arabia might not scale effectively in Egypt, Kuwait, or Morocco due to differences in publisher ecosystems, audience behavior, and available technology. This fragmentation complicates regional planning and demands a more localized, agile approach to media buying.  – Dependency on Platform-Driven Metrics   Programmatic advertising demands specialized expertise across campaign setup, optimization, fraud detection, and analytics. In the MENA region, there is still a noticeable gap in skilled programmatic talent, leading brands to depend heavily on platform-driven metrics. This dependency often results in less control, reduced transparency, and missed opportunities for optimization.  Emerging Demand of Programmatic Video Advertising in MENA   In the last few years, video content has also become a major medium to drive engagement. Therefore, programmatic video advertising is also seeing a rise in the MENA region. However, this medium also experiences challenges like Frequency Capping Breach, where ads are shown more than the times it is required leading to overexposure and causing ad fatigue for viewers.    How to Solve Programmatic Advertising Challenges — and Where mFilterIt Supports  As programmatic ads expand across the MENA region, brands need more than just automation — they need clarity, credibility, and control. Here’s what an effective programmatic approach looks like — and how mFilterIt supports advertisers along the journey: – Gaining True Transparency into Ad Traffic and Placements  Without knowing where ads appear and who is engaging with them, optimization becomes guesswork. Valid8, our ad fraud detection solution integrates directly with Demand Side Platforms (DSPs) and other sources to provide advertisers with independent visibility into traffic sources, ad placements, and ad inventory quality across the programmatic ecosystem. With this transparency, brands can make smarter, evidence-based decisions for campaign planning and media buying.  – Validating Traffic and Detecting Fraud Early  MENA’s growing digital market also faces complex threats like invalid traffic (IVT) and domain spoofing. Our ad traffic validation solution applies behavioral analysis, heuristic checks, deterministic models, and frequency validation to verify ad interactions. This enables advertisers to distinguish real users from bots and invalid sources — safeguarding campaign data and ensuring budgets reach intended audiences.  For advertisers spending on programmatic video advertising can curb the impact of frequency capping breach by leveraging the frequency cap monitoring solution. This enables advertisers to keep track of how many times their ads are shown to the users, and if they exceed the frequency cap limit. Proactive monitoring reduces the chances of overexposure of ads to the users and helps the advertisers to genuinely reach their targeted audience.    – Identifying Safer and Higher-Quality Inventory  Ad misplacement can quickly damage brand trust. Valid8 flags suspicious, inappropriate, and Made-for-Advertising (MFA) sites, providing advertisers with placement-level insights. Brands can then proactively blacklist unsafe environments and prioritize premium, brand-safe inventory for better engagement and reputation management. – Enabling Better Campaign Optimization By delivering deep, independent insights — such