1. IP and device fingerprinting
Every visit to your landing page leaves a footprint. The IP address tells you which network the request came from. The device fingerprint, a hash built from screen size, fonts, browser configuration, time zone, and dozens of other signals, tells you which device. The combination is far more identifying than either signal alone. A residential IP that hits twelve different advertisers' landing pages in ninety seconds, all with the same browser fingerprint, is not a real customer. Neither is a data-centre IP using a Chrome configuration that has never appeared in any real-user data set. Prevention works by maintaining a live reputation score for both IPs and fingerprints, then blocking the click when both signals are bad.