BOT proof survey – a) open-ended questions or b) logic/contrasting cases questions or c) If/Then conditional logic questions or d) UNC Research Survey Bots and Best Practices to Avoid Them
In the digital age, data is currency. Companies, researchers, and political campaigns pour billions into surveys, believing each click represents a genuine human opinion. To streamline this process, some have turned to "auto-complete survey bots"—automated scripts designed to fill out questionnaires in seconds. While this technology appears to solve the problem of survey fatigue, its application in legitimate research constitutes a quiet but devastating erosion of data integrity. Rather than representing work, auto-complete bots perform anti-work : they generate noise, not signal. auto complete survey bot work