Enterprise SaaS optimizing route scheduling and fleet management for logistics operators.
Competitor ad clicking and malicious scraper bots target high-CPC Google Search keywords, draining lead generation budgets.
Monitored behavioral tremor signals on landing pages. Compiled GCLID tracking data to prove ad click fraud and secure billing refunds.
"We were paying $40 CPC on high-intent search keywords. Discovering that 16% of this traffic consisted of click bots was shocking, but the refund reports helped us get it all back."