iGaming Affiliate Fraud: Types, Warning Signs, Business Impact & Prevention Strategies

The iGaming industry has experienced fast-growth in the past few years, fueled by the popular casinos, sports betting platforms, poker rooms and nascent digital gaming ecosystems. The growth is at its core through affiliate marketing (AM), which is a powerful tool that helps operators reach players through third party publishers, influencers and media partners. When arranged correctly, affiliates are lucrative for directing traffic, registrations, or revenue. They are easily a cost-effective source of entry when handled properly. But with the presence of opportunity, also comes danger. Let’s dive into the details about iGaming Affiliate fraud in detail.

What is iGaming affiliate fraud?

iGaming affiliate fraud has become one of the most expensive and very significant challenges to operators globally. Such fraudulent affiliates gain access to tracking systems, bonuses, and attribution models to create bogus commissions to illicit commissions, in return that defraud the operators and regulators at the financial loss of legitimate operators, regulators and even legitimate players. Unchecked, affiliate fraud can eat away profit margins, cause loss of brand reputation, damage brand integrity, and even lead to regulatory fines.

What is iGaming Associates Accident?

iGaming affiliates’ fraud is the fraudulent use of deceptive methods by affiliates to receive and/or claim commission. Rather than accurately and genuinely refer high-quality gamers through affiliate posts, fake affiliates inflate clicks, registration, deposit, and wagering activity. Affiliate fraud, in contrast to traditional payment fraud, tends to be nuanced and protracted. It might look profitable, on the surface — high traffic, higher conversions, higher commissions — but ultimately it results in low-value or fake users who rarely engage with the platform. Affiliate fraud may be perpetrated by:

  • Rogue affiliates.
  • Organized fraud rings.
  • Bonus abusers disguised as affiliates.
  • Compromised or resold traffic networks.

Due to the trust, attribution models and reliance on personal data as well as third-party data, affiliate marketing is a strong target for abuse in the iGaming ecosystem.

Type of iGaming affiliate fraud

Awareness of the types of affiliate fraud is the first step to preventing them from happening. Most common and damaging types in iGaming are those that fall below

Cookie Stuffing

Cookie stuffing happens when affiliates secretly put tracking cookies on users’ browsers in cookies (without their consent and without an actual connection to it.) This is frequently made possible by hidden scripts, pop-ups, or iframes. So the affiliate has been credited for the players they never really referred. And even natural traffic or direct traffic can be hijacked, with the effect of overcharging commissions and skewing attribution data.

Fake Sign-Ups

In this process affiliates create dummy registrations with bots, script or accounts created manually. These accounts often:

  • Never deposit.
  • Only deposit small amounts, only to have them returned with CPA payments.
  • Become instantly inactive.

Fake sign-ups skew conversion metrics and waste marketing spend without enhancing actual player value.

Incentivized Traffic

Incentivized Traffic is when rewards are offered, like cash, gift cards and bonuses, to the users for signing up or depositing. Even where incentives do lead to volume, they are largely designed to lure customers who are purely reward-driven, and not game-oriented. This results in:

A lot of affiliate programs explicitly forbid incentivized drives because they are simply bad.

Brand Bidding

Brand Bidding: In paid search campaigns, the affiliate bidding marketplace has set up the site where affiliates bid on branded keywords of an operator’s branded brand and the other operator. This practice:

  • Cannibalizes organic or direct traffic.
  • Increases marketing costs.
  • Delivers little incremental value.

In some instances, affiliates may mask the bidding used by affiliate companies or affiliates camouflage brand bidding with misspellings or geo-modifiers to escape detection.

Browser Hijacking

Browser hijacking involves the use of malware or harmful add-ons that redirect users to affiliate-side links on websites. Even if a player meant to visit an operator directly, the hijacked browser redirects this session via an affiliate. This is especially damaging because it:

  • Undermines user trust.
  • Legal and reputational risks.
  • Can attract regulatory scrutiny.

Bonus Abuse and Multi-Accounting

Affiliates could create or maintain multiple accounts with players to make use of welcome bonuses and promotions. These accounts are often:

  • Connected by IP address or device fingerprint.
  • Used for minimal wagering.
  • Quick to withdraw once bonus conversion.
  • When the affiliates are complicit, this creates a hybrid of affiliate fraud and player fraud.

Click Fraud

Click fraud is the creation of false clicks either by bots or scripts or click farms to artificially inflate traffic numbers. Though this will not immediately trigger payouts, it:

  • Skews performance analytics.
  • Masks deeper fraud like cookie stuffing or fake sign-ups.
  • Overloads tracking and analytics systems.

Stolen or Recycled Player Data

Some affiliates use stolen, leaked, or recycled user data to create accounts without genuine user intent. These players may already exist in other platforms or databases. This exposes operators to:

iGaming Affiliate Fraud

Red Flags and Warning Signs

The iGaming affiliate fraud can be detected with careful and data-driven monitoring. Common red flags include:

Unexpected spikes in traffic or conversions

Sudden surges in clicks, sign-ups, or deposits—especially without a clear marketing campaign—often indicate bot activity or incentivized traffic.

High Churn or Inactivity from referred users

If players referred to you register but rarely log in, deposit, or wager, it suggests poor-quality or fraudulent traffic.

Same IPs, Devices, or Geolocations

Multiple accounts or conversions originating from:

  • Identical IP addresses.
  • Similar device fingerprints.
  • Narrow geographic clusters.
  • These patterns strongly indicate fraud.

Discrepancies Between Traffic Source and Player Behavior

Traffic claimed as “sports betting enthusiasts” but showing no betting activity or erratic gameplay behavior is a major warning sign.

Sudden Rise in Affiliate Earnings

Affiliate payouts that increase sharply without corresponding growth in player LTV or revenue should be investigated for fraud immediately.

Impact of Affiliate Fraud on iGaming Businesses

Affiliate fraud affects more than just marketing budgets—it can destabilize the entire iGaming operation.

Revenue Loss and Increased Costs

Fraudulent payouts drain marketing budgets while generating little or no long-term revenue. Operators may also incur additional costs for investigations, tools, and remediation.

Reputational Damage

Association with fraudulent affiliates can harm an operator’s reputation among:

  • Players.
  • Regulators.
  • Payment providers.
  • Legitimate affiliate partners.

Compliance and Regulatory Risks

Fraudulent traffic often overlaps with:

  • Money laundering.
  • Identity fraud.
  • Sanctions violations.
  • This exposes operators to regulatory penalties and license risks.

Poor ROAS (Return on Affiliate Spend)

Affiliate fraud distorts performance metrics, making campaigns appear profitable while delivering negative ROI in reality.

Legal Disputes and Affiliate Program Deterioration

Unchecked fraud can lead to disputes, contract terminations, and loss of trust among legitimate affiliates, weakening the overall affiliate ecosystem.

Role of Compliance and AML Teams

Affiliate fraud prevention is no longer solely a marketing responsibility. Compliance and AML teams play a critical role.

Collaboration with Fraud and Risk Departments

Cross-functional collaboration ensures that suspicious affiliate behavior is identified early and investigated holistically.

Monitoring Affiliate Transactions and Payouts

Compliance teams help review affiliate payouts for anomalies, ensuring they align with genuine player activity and risk profiles.

Flagging High-Risk Jurisdictions and Behaviors

Certain regions and behaviors carry higher fraud risk. AML teams can flag:

  • High-risk geolocations.
  • Unusual deposit and withdrawal patterns.
  • Repeated bonus abuse.

Maintaining Audit Logs and Evidence

Proper documentation and audit trails are essential for:

  • Regulatory audits.
  • Affiliate disputes.
  • Legal proceedings.

Future Trends in Affiliate Fraud Prevention

As fraud tactics evolve, so do prevention strategies. The future of affiliate fraud prevention in iGaming is driven by data, automation, and compliance.

Advanced Analytics and AI

Machine learning models can detect subtle patterns across traffic, behavior, and financial data that humans may miss.

Stricter Affiliate Vetting and KYCHub’s Fraud & Money Laundering Prevention Act

Solutions like KYCHub’s fraud & money laundering prevention act emphasise enhanced due diligence for affiliates, continuous monitoring, and real-time risk scoring. This approach treats affiliates not just as marketers, but as regulated partners within the iGaming ecosystem.

Real-Time Monitoring and Behavioral Profiling

Operators are moving toward real-time detection of abnormal behaviors, enabling faster responses and reduced losses.

Greater Regulatory Oversight

Regulators are increasingly scrutinising affiliate practices, pushing operators to adopt transparent, compliant, and well-documented affiliate programs.

Conclusion

iGaming affiliate fraud is a complex and growing challenge that affects revenue, compliance, and brand integrity. From cookie stuffing and fake sign-ups to bonus abuse and stolen data, fraudulent affiliates exploit weaknesses in tracking and trust-based systems.

By understanding common fraud types, recognising red flags, involving global compliance and AML teams, and adopting advanced prevention strategies, iGaming operators can protect their businesses and foster a healthier affiliate ecosystem. As technology and regulation evolve, proactive fraud prevention will be a defining factor for sustainable success in the iGaming industry. Book a free demo with us to gain a deeper understanding of our platform.

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