Click Fraud & Ad Fraud Prevention Blog

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.

We break down what click fraud in display advertising looks like, the most common techniques fraudsters use

The 2026 World Cup was the biggest betting event in history, and the biggest target for ad fraud.

Discover how TrafficGuard uses AI to stop invalid traffic faster

The Honey.com cookie stuffing case highlights a rising affiliate fraud threat that falsely attributes conversions. Learn how TrafficGuard’s fraud prevention stops it before it impacts you.

Grasp the distinction between headless browsers and normal browsers...

Botnet clicks are one of the most dangerous and sophisticated forms of click fraud.

Learn how mobile bot farms generate fake clicks, corrupt campaign data, and how advertisers can stop mobile click fraud.