click-fraud

Open-source ad fraud detection for small businesses using machine learning. Detect click fraud and bot traffic from Google Ads, Facebook Ads, and other platforms. Completely free.

Javascript library to prevent Adsense click fraud.

ClickSentinel is a traffic intelligence SaaS that combines click tracking, fraud signals, SEO audits, and Google Search Console data in one dashboard.

Best invalid traffic detection

DataCops vs ClickGUARD

DataCops vs Fraud Blocker

Best Google Ads fraud protection

Best click fraud protection 2026

Traffic-integrity control plane for filtering fraudulent or low-trust clicks before they pollute analytics, attribution, and paid-efficiency reporting.

Best IVT detection

DataCops vs TrafficGuard

DataCops vs ClickCease

Best PPC fraud protection

Ad click-fraud detection measured against unseen bot families, an adaptive adversary, drifting traffic, and money lost — not just accuracy.

DataCops vs Lunio