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.

The official Node.js SDK for Known Agents: AI agent analytics (bot traffic), LLM referral tracking, automatic robots.txt

This repository includes simple traffic automation for blogger website that could be used by anybody by easily configuring and executing the PHP file. This automation can be used for website penetration testing and for various other ethical processes. The code uses many different types of user agents to make itself completely anonymous.

Orbis - Professional desktop web traffic generator. Organic human-like traffic simulation with stealth browser, real fingerprints, proxy rotation (HTTP/SOCKS5), and live monitoring. Passes Pixelscan bot-check.

Server-side AI crawler & bot traffic tracking for Laravel — reports ChatGPT, Claude, Googlebot, GPTBot & co. to DataFast. Unofficial PHP port of @datafast/ai-crawl.

Static research dashboard tracking public signals for the dead internet theory: AI content, AI bot traffic, Common Crawl samples and human web activity.

DataCops vs TrafficGuard

Best click fraud protection 2026

Best invalid traffic detection

DataCops vs ClickGUARD

Best PPC fraud protection

DataCops vs ClickCease

Best Google Ads fraud protection

DataCops vs Lunio

How much electricity does bot web traffic actually use? A transparent order-of-magnitude bound, and why no single honest figure exists in public data. Two methods, order ~10 TWh/yr, disagreeing by 5.3x. Python 3, no dependencies. DOI 10.5281/zenodo.20512703

DataCops vs Fraud Blocker

Best IVT detection