Research Defender scans 5 billion survey attempts annually with 130+ signal digital fingerprinting. It detects bots, VPNs, click farms, and identity spoofing before fraudulent respondents reach your survey. Features include the industry's first no-fly fraud suppression list and hyperactivity detection across panels.