B2B compliance software assisting food service providers in creating HACCP food safety plans.
Wasting ad budget in Google Performance Max (PMAX) campaigns. Bot clicks were triggering form-submission events, poisoning optimization algorithms.
Implemented BotRefund behavioral analysis to filter conversion signals. Sent automated proof logs directly to Google ad reps for ad spend credit.
"We discovered that 22% of our traffic in PMAX campaigns was bots. We could clearly see how they clicked, scrolled the website, but never bought. Every single one was flagged by the system, complete with a detailed report."