ChatGPT, Claude, and other LLMs are being used to generate fake survey responses at scale. Agentic bots can autonomously complete entire surveys. Rep Data uses 12 specific detection methods including device signal analysis, AI language pattern recognition, and behavioral biometrics to identify non-human mouse movement and typing patterns.