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.
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Click fraud on Facebook and Instagram ads
Meta has no IP exclusion list, so everything you know about blocking fraud on Google Ads does not transfer. Here is what actually works on Facebook and Instagram.
The best Triple Whale alternative for non-Shopify stores
Triple Whale is Shopify-first. If you run WooCommerce, a custom store or lead gen, here’s how to choose conversion tracking and attribution that actually fits your stack.
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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