Click fraud, invalid traffic, and protecting every ad dollar.
Plain-English guides and sourced research on how click fraud works, what it costs, and how to stop it on Google Ads and Meta — written by the team that builds the detection engine.
More articles
Why your conversions never match — and how to fix it
Meta, Google, GA4 and Shopify never agree on conversions. Here’s exactly why each number differs — and how server-side, fraud-filtered, reconciled tracking gives you one figure you can defend.
IP blocking vs. person-based detection
Why IP-only blocklists fail against modern fraud — and how person-based behavioral detection follows a fraudster across IPs, devices, and browsers.
How to stop click fraud on Google Ads
Seven concrete steps to detect, block, and recover budget from click fraud on Google Ads — what you can do manually, and where automation is worth it.
Click fraud statistics for 2026
How much does click fraud actually cost? A sourced roundup of the ad-fraud and invalid-traffic statistics that matter in 2026 — with honest caveats about methodology.
What is click fraud? A complete guide for advertisers
A plain-English explanation of click fraud — what it is, the five types, who does it, what it costs, and how modern detection actually stops it.
See how much of your traffic is fraud — on your real campaigns.
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