Click Fraud & Ad Fraud Resources - Guides, News & Insights

Losing money to click fraud? Protect your PPC campaigns with the best click fraud protection software of 2026.

ChatGPT ads are already attracting bots. Our analysis of 47 advertisers found invalid click rates of up to 34%, with four networks behind almost half of them.

Performance Max is more transparent in 2026, but some of the questions that matter most to advertisers remain unanswered.

Eliminate fake clicks and make smarter optimisation decisions for your ad campaign

Blocking IP addresses associated with click fraud is one of the simplest ways to protect your campaigns and reclaim control.

How competitor click fraud works, how to spot the warning signs, and how to stop it before it drains your performance.

Smarter detection safeguards campaigns and preserves clean performance data.

Invalid traffic wastes budgets and skews analytics, but using ad fraud prevention tools like TrafficGuard can safeguard campaigns and improve ROI.

The full list of Performance Max pros and cons

Exclude IP addresses in Google Ads at account or campaign level, get past the 500-IP limit, block ranges, and automate it to stop click fraud draining spend.

Click fraud protection stops bots and fake clicks draining your paid ads. Learn what click fraud is, how protection works, and how to spot it early.

Ad fraud doesn't just waste budget, it corrupts your marketing signals.

Google’s Gemini AI is improving ad fraud detection, but it only covers Google’s ecosystem. Marketers still need independent, cross-channel protection to stop wasted spend.

Discover five hidden ROI losses your marketing dashboard cannot reveal.

Ensuring your campaigns are protected from fraud is crucial

Why click fraud is fast than ever as digital advertising budgets balloon and automation takes centre stage.

Digital ad fraud is now a $100 billion drag on business success, nearly tripling in the last 5 years

Discover how TrafficGuard's click frequency rules optimise your sports betting ad spend.

Safeguard your eCommerce business with effective ad fraud protection for eCommerce against price scraping bots

Returning buyers are quietly drain eCommerce ad budgets through branded paid clicks.

Discover how returning users can unknowingly inflate customer acquisition costs and skew campaign data.

Navigational traffic drains your PPC budget with zero acquisition value.

Residential proxies disguise invalid traffic; behavioural analysis protects budgets proactively.

Non-incremental users inflate ROAS, distort Smart Bidding signals, and quietly drain PPC budgets.

How machine learning blocks evolving click fraud in real-time.

A TrafficGuard data snapshot from the 2026 World Cup, across 100+ sports betting operators.

Learn how invalid traffic threatens sportsbook acquisition during the FIFA World Cup.

Where your telco subscriber acquisition budget actually goes

Using affiliate advertising channels in your marketing mix?

Fraudsters use sophisticated methods to exploit the system, find out how to stop invalid traffic.

If you’re in finance or fintech, chances are it is. You're paying a premium for clicks in one of the most competitive ad markets.

Top click fraud threats in sports betting Google campaigns

Click fraud and bot traffic are quietly undermining your campaigns

Every click on your Google PPC ads should be a strategic move...

Our expertly crafted handbook...

Download TrafficGuard’s ultimate guide on how invalid traffi

From unravelling the complexities of invalid traffic...

97% of your branded keyword spend reaches...

Las previsiones de eMarketer muestran que...

Mobile apps are at a heightened risk as fraudsters...

In the ever-evolving world of mobile app marketing...

In the fiercely competitive world of sports betting...

With increasing budgets and spending...

A América Latina se posicionará como região de crescimento.

The digital marketing agency space is a crowded one, and...

The significant impact of invalid traffic on the education sector...

Combatting invalid traffic for enhanced...

Learn more about ad fraud and sports betting...

229 million people tuned in to the first week...

A indústria financeira é extremamente competitiva.

La industria financiera y la disputa por la mayor parte del mercado

The past decade has seen consumer spend skyrocket...

Arm yourself with the knowledge to fight ad fraud...

Tackling ad fraud in the Gaming Industry...

What mobile gaming marketers can do to fight fraudsters...

Performance advertising is plagued by different tactics...

User behaviour changes that take over Ramadan...

The impacts of fraud for mobile apps are significant and...

Fraud prevention is not a tick box exercise...

Mobile accounts for an increasing proportion of ad spend...

Generative AI has made ad fraud cheaper and harder to spot. Bots now scroll, fill forms and move cursors like real people. TrafficGuard CPO Miguel Lopes explains how these bots drain budgets and feed bad data into Google and Meta’s bidding algorithms. He also covers what marketers can do about it: regular traffic audits, stronger identity checks and real-time fraud detection.

AI bots now mimic humans well enough to drain PPC budgets and corrupt bidding data, so advertisers need adaptive, real-time protection that blocks invalid traffic before the click is charged.

TrafficGuard found that up to one in three clicks on some ChatGPT ad campaigns are invalid.

TrafficGuard CEO Mathew Ratty explains how fraudulent affiliates use click injection and cookie stuffing to steal commissions via last-click attribution, and why AI-driven detection is now essential to stop them.

TrafficGuard data cited in Martechvibe estimates $30–100M of World Cup sports betting search spend went to non-incremental clicks and invalid traffic, not new customers. CMO Chadwick Kinlay explains why fixing that leak matters more than outspending it.

Belgian sports betting operator Gaming1 found that 97% of its brand-term clicks on Google Ads were existing customers logging in, not new players.

Why headline World Cup acquisition numbers hid bots, returning customers and spend that reached nobody new.

The 2026 FIFA World Cup saw over $50bn generated in wagers but new analysis from TrafficGuard suggests that over $100 million was wasted trying to acquire players during the tournament.

Affiliate fraud steals marketing budgets through hidden attribution manipulation and AI-driven deception.

Mathew Ratty explains why invalid traffic threatens fintech advertising and growth.

AI-powered click fraud is costing SMEs more than ad spend. Learn how bots drain budgets, corrupt campaign data, and how to stop invalid traffic.

TrafficGuard has launched a fully automated self-serve platform

Tamam Finance boosts mobile attribution accuracy with TrafficGuard protection

TrafficGuard appoints ex-Google AI leader Scott Thomson as Head of AI

TrafficGuard CEO Mathew Ratty discusses how AI-driven bots and invalid traffic are reshaping digital advertising

TrafficGuard expands US operations amid rising ad fraud

Ad fraud is evolving fast, quietly draining budgets and distorting performance.

Hidden invalid traffic drains budgets and distorts performance across digital campaigns.

Affiliate fraud drains budgets and hides genuine partner performance.

GenAI and AI agents are inflating search traffic, corrupting data, and draining ad budgets.

Affiliate marketing faces rising fraud, draining budgets and eroding trust.

AI-powered bots drive sophisticated ad fraud, draining global marketing budgets.

Hyper-engaged users inflate CACs, draining ad budgets and distorting performance.

AI-powered bots are exploiting sportsbook bonuses and PPC ads, draining budgets and distorting campaign performance.

AI reshaping AdTech, fraud prevention, and advertising

Mobile operators are investing heavily in digital campaigns

AI click fraud is draining legal firms' ad budgets

AI bots are hijacking ad budgets with invisible click fraud.

Mobile ad fraud is eroding telecom ROI and subscriber growth.

Retailers embraced ecommerce, only to discover an invisible threat.

AI bots exploit sportsbook bonuses, inflating costs and wasting budgets.

Bots, fake clicks, and returning users are draining ad budgets and undermining efforts to attract new bettors.

44% of traffic in paid acquisition campaigns for sports betting operators is invalid or fraudulent.

The growing collaboration between marketing technology (MarTech) and advertising technology.

An alarming rise in invalid web traffic due to the rise of AI-powered crawlers and scrapers.

Ad Fraud in affiliate marketing: Mathew Ratty on how to fight back

Advertising fraud is a rising challenge facing brands.

Is Ad Fraud Really Under 1%?

As the online sports betting industry continues to grow, so too do its fraud risks.

The Hidden Dangers of AI for E-Commerce

eSports Marketing: Influencers, Content & Fraud Prevention Strategies

Business Awards UK reveals the winners and finalists of the 2024

Business Awards UK reveals the winners and finalists

AI is transforming digital marketing, but at what cost?

Mobile technology continues to reshape the sports betting world

A considerable shift in the sports betting industry.

A boom in the online gaming market...

The relentless rise of invalid traffic and ad fraud

Highlighting why sportsbooks must prioritise ad fraud prevention...

From bidding wars to dirty traffic...

Fraudsters now have their sights set on iGaming...

The promise of high click returns for advertisers...

Fraudsters follow the money...

In an era where the stakes are high...

Invalid traffic impact on the US sportsbook market...

Exposing the industry to significant fraudulent activities...

advertising on digital channels and not worried about the efficacy of your spend?

Companies were found to have purchased ad space...

Too many sportsbooks are wasting their marketing dollars...

How sportsbooks must create competitive advantages...

Inclusive marketing is more than simply a passing fad...

TrafficGuard, has revealed in its whitepaper...

Companies take a stand against ad fraud...

Ad fraud has always been an issue for marketers...

Essential ingredients for a powerful brand...

LinkedIn data has revealed that women are...

Especialistas entrevistados pelo Metrópoles...

The banking and financial services sector...

Amid the seasonal rush, brands are at risk of scams & fraud.

Veja como investir em tecnologias como IA e ML pode...

A primeira data comercial do ano...

The ad fraud cost is estimated to reach US$44 billion.

Australian organisations should step up their defences...

A fraude de anúncios digitais tem sido um dos meios...

TrafficGuard, today announced the appointment of Elie Shuggi

Singapore lifted its public anti-Covid protective measures..

A fraude é um dos componentes do tráfego inválido...

The average ad fraudster makes $5-20 million dollars a year.

User acquisition plays a crucial role in the success of...

The answer to every marketer's dream....

TrafficGuard is fraud prevention for digital advertising...

Learn the best marketing strategies from industry experts...

Kalen Bushe's thoughts on The Importance of Brand Safety

Mat Ratty's insights on AI's new risks and rewards...

The answer to every marketer's dream...

The purpose of advertising is to influence behaviour...

Artificial Intelligence’s explosive growth in 2023...

The MarTech Summit has transitioned to the virtual world...

Our Affiliate Protection Product offers full-funnel ad pr...

Perth-based digital ad verification and fraud prevention...

Highlighting the importance of the fresh capital...

Tabcorp has partnered with TrafficGuard for...

TrafficGuard named the Most Effective Anti-Fraud Solution

TrafficGuard included in 'Best Tools for PPC Marketers 2022'

Lack of communication a problem with the adtech world

Tech’s push for a privacy-focused future impacts everyone...

Ad fraud in the hospitality industry is often overlooked...

Como a época de rematrícula oferece oportunidades...

Customers who already know your brand often search your name and click your paid ad, so you pay each time they come back. This video explains why that spend isn’t winning you new business and how TrafficGuard helps you spot it.

What Meta ad bot traffic looks like, how it distorts campaign performance, and how to identify invalid traffic in your own account.

How journey-level affiliate fraud detection exposes injected credit behind sportsbook deposits.

TrafficGuard' 2-week Meta ads audit analysing traffic quality and campaign performance

How sports betting affiliate misattribution turns risk-free CPA into hidden commission waste.

The power of shadow campaigns in Google Ads...

Aaron reveals the hidden potential of our tool...

Bots are hijacking your PPC campaigns.

eCommerce sophisticated bot attacks.

See our enhanced UI and powerful fraud prevention tools.

Our innovative strategies to combat ad fraud...

Achieve significant cost savings...

When the stakes are high, the risk of fraud is nigh...

Propelling William Hill...

Analyse bots and malware using TrafficGuard's dashboard...

The Frontline defense against invalid traffic...

Optimising your Google Ads campaigns...

Meet our Senior Product Manager...

The intricacies of utilising search term insights...

Ethical advertising with TrafficGuard...

Identifying excessive clickers with TrafficGuard...

Offering marketers the insights they need...

Revolution your ad strategy...

Ad fraud can be quite sly...

Minimise CAC and boost ROI

Stay ahead and boost user acquisition...

An eye-opening webinar...

Mumbrella Travel Marketing Summit 2023

The world of Custom Validation Rules ...

Revealing the game-changing features of TrafficGuard...

The 100 billion dollar threat...

Ad:tech New Delhi was all about what’s trending in...

Join TrafficGuard's Mobile App Early Adopter Program...

You can maximise your sports betting success...

Take a look at TrafficGuard's newest solution....

The challenges faced by Sports Betting advertisers...

Webinar: Maximize value from outcome-based marketing.

What to expect on your mobile audit...

The Indian advertising industry has evolved...

Hidden truth behind disappointing affiliate marketing...

Discover how to protect your ad budget...

The intricate world of affiliate ad fraud...

All marketers know that cookies are an important part of...

Unleash click control!

Get valuable insights on why ad fraud prevention should be..

Explore the capabilities of TrafficGuard Mobile...

Decoding Compliance Fraud: Secure ads with TrafficGuard's ma

TG represents everything TrafficGuard stands for...

IVT Explained: Unraveling SIVT & GIVT's digital mischief.

A indústria financeira está no top 3 das que...

Matt Sutton, CRO at TrafficGuard recently spoke at App Promo

Identify and block fraudulent ad clicks and impressions...

Users are spending increasing amounts of money...

Safeguard your advertising investments from ad fraud...

TrafficGuard warns of the proliferation of bots...

Guard your bets: PPC protection for sports betting business

Maximise your reach! Stop ad fraud with TrafficGuard.

Boost ROI! Secure your PPC campaigns with TrafficGuard.

Fight ad fraud, boost app installs with TrafficGuard.

Safeguard your Ads: TrafficGuard's ad fraud prevention...

Banish ad fraud, boost conversions with TrafficGuard.

Advertise boldly with TrafficGuard's ad fraud prevention.

Secure affiliate marketing with TrafficGuard Protect Pro.

Defend mobile campaigns with TrafficGuard Protect Pro.

Webinar: Amplify ROI with spot-on metrics measurement...