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Ad Fraud Intelligence from the Front Lines

Expert analysis on click fraud, bot detection, and the threats draining your ad budget — from the team that blocks 2 billion+ invalid clicks monthly.

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Article

What Are Click Farms And How to Protect Your Ads From Them

The digital advertising industry depends on consumer clicks. In theory, the more ad clicks the better.

Jan 2026 · 3 min read
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Article

The Early Signs of Ad Fraud You Need to Be Aware Of

You’ve seen a sudden spike in campaign traffic and unusually high click-through rates (CTRs). Your first reaction is to be pleased that your campaign is making inroads where others haven’t. But, when it comes to ad campaigns, if something seems strange, it probably is.

Dec 2025 · 3 min read
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Article

The Dark Side of AI: How Fraudsters Exploit ChatGPT for Ad Fraud

The rise of automated chatbots powered by artificial intelligence (AI) — such as ChatGPT — presents digital marketers with an endless number of opportunities, including generating quicker, cheaper ad content.

Nov 2025 · 3 min read
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Article

How Fraudulent App Publishers Are Draining Your Advertising Budget

Fake apps, malware, and adware traffic have been causing havoc for legitimate ad campaigns for a long time. Given that there are millions of Android users all over the world and countless developers publishing apps, you need to block every fraudulent app before it can cause damage.

Nov 2025 · 3 min read
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Article

What Are Click Bots and How Can You Prevent Them?

Invalid traffic is a huge problem for marketers. Click fraud is a significant driver of this type of traffic, and it occurs when invalid or illegitimate clicks are made by malicious software, bots, or competitors. Click fraud is carried out using various techniques such as clickjacking, click spamming, click injections, and click bots.

Oct 2025 · 3 min read
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Article

Mobile App Fraud: How Fraudsters Fake Traffic in Famous Mainstream Apps

Not content with just faking clicks and impressions on the average website with display ads, fraudsters are also using sophisticated ad fraud techniques to fake traffic from mainstream apps.

Sep 2025 · 3 min read
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Article

2023 Ad Fraud App List & How to Use It to Protect Your Campaigns

Are you — like many other advertisers and marketers — struggling with the weight of manually reviewing websites for ad placements and double-checking potentially fraudulent audiences through IPs?

Sep 2023 · 3 min read
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Article

How Invalid Traffic and Ad Fraud Limit Your SEO Efforts

What many marketers suspected for a long time has finally been confirmed: Organic traffic fraud, or invalid traffic, harms SEO.

Mar 2023 · 3 min read
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Article

Proxy Types: Which Are the Most Harmful to Advertisers?

Proxy traffic in and of itself isn’t a bad thing — internet users have been using proxies for many years to evade location-based rules and protect their identity. In the hands of fraudsters, however, the use of proxies poses huge threats to advertisers, their campaigns, and their ad spend.

Jan 2023 · 3 min read
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Article

The Biggest Ad Fraud Cases and What We Can Learn From Them

Ad fraud is showing no signs of slowing down. In fact, the latest data indicates that it will cost businesses a colossal €120 billion by 2023. But even more worrying is that fraudsters’ tactics are becoming so sophisticated that even big-name companies such as Uber, Procter & Gamble, and Verizon have been victims of ad [...]

Jan 2023 · 3 min read
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Article

4 Click Fraud Detection Techniques to Protect Your Campaigns

As losses due to ad fraud continue to grow exponentially, ad fraud detection should be a priority for marketers and advertisers everywhere.

Dec 2022 · 3 min read
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Article

Can You Detect Fake Clicks in TikTok?

Despite only entering the advertising game in 2019, TikTok has quickly snapped up a sizable portion of overall digital ad spend. The platform’s ad revenue is expected to amount to 2.4% of digital ad spending in 2022 — a colossal jump from just 1% in 2021.

Nov 2022 · 3 min read
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Article

How to Protect Your Campaigns Against Ad Fraud During Black Friday

Black Friday — one of the biggest sales periods of the year — is right around the corner. What was once an event occurring only one day out of the year in November has turned into a week-long period of huge shopping sales.

Nov 2022 · 3 min read
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Article

How Fraudsters Use Bots to Attack Your Google Search Campaigns

Almost half of all web traffic is made of bots. But while some are good bots, others have been made with the wrong intentions.

Oct 2022 · 3 min read
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About Opticks

Opticks Is Now a Member of IAB Tech Lab

We are thrilled to announce that Opticks has become a member of the IAB Technology Laboratory.

Sep 2022 · 3 min read
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Article

What Is a Viewbot and How Can You Stop Them Ruining Your Campaigns?

If you’ve dealt with ad fraud before, you know just how pervasive it can be — and the online streaming world isn’t immune to it. Viewbots are draining advertisers’ budgets by inadvertently targeting paid banner and video ads.

Aug 2022 · 3 min read
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Guide

The Essential Guide to Ad Fraud Detection for Marketers & Advertisers

Did you know that the digital advertising industry is expected to lose $68 billion in 2022 to ad fraud — up from $59 billion in 2021? Unfortunately, these figures demonstrate that no organization is safe from its impact. But before you can start to defend against ad fraud, you must be able to detect it.

Jul 2022 · 3 min read
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Article

Fighting Ad Fraud by Combining Machine Learning With Human Supervision

Ad fraud schemes are becoming more sophisticated, and marketers everywhere are suffering the consequences.

Jun 2022 · 3 min read
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Article

10 Key Ad Fraud Benchmarks You Need to Know

When it comes to ad spend, digital media is being prioritized more than ever. Many advertisers, like you, might be aware that ad fraud is detrimental to their ad campaigns, but do you know just how much?

Feb 2022 · 3 min read
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Common Questions

Answers to the questions advertisers ask most about ad fraud, traffic quality, and protecting their budget.

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