Meaning
Randomness analysis represents a method of measuring the diversity and unpredictability of interaction locations on a touchscreen interface. In mobile distribution contracts, coordinate entropy is a metric used to evaluate the authenticity of user interactions by assessing the variance and complexity of tap positions. This measurement distinguishes between automated clicks generated by bots, which tend to follow highly repetitive or uniform patterns, and genuine human engagement, which shows high spatial variability.
Detection Logic
True human gestures produce dispersed touch points across the available screen area due to manual variations and interface layout differences. Low coordinate entropy reveals the presence of an automated script executing taps at fixed intervals or identical coordinate sets. This pattern suggests the presence of synthetic traffic designed to mimic genuine engagement to satisfy performance milestones.
Commercial Impact
Affiliate networks often face severe penalties if their traffic exhibits characteristics of systematic automation. When coordinate entropy falls below a specified contractual threshold, the platform operator may classify the associated acquisitions as invalid. This classification allows the primary distributor to invalidate the conversions and withhold commission payments for the affected billing cycle.
Enforcement Mechanism
Auditing protocols require continuous logging of coordinate data. If a channel triggers the low entropy threshold, its supply is suspended. This maintains the clean status of the distribution network.
