A leading life sciences organization’s webinar campaign faced the challenge of discerning between genuine HCP clicks and bot clicks. This requirement prompted the development of an automated solution, which analyzed various behavioral parameters, including time interval, domain similarity, sequencing, and so on, ensuring a higher accuracy in identifying bot clicks. The outcome included greater accuracy of campaign key performance indicator (KPI) metrics, better data for analytics, and a more realistic ROI calculation for life sciences marketing campaigns.