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Online Education & LMS case study
How EduLearn protected lead quality and recovered $28,000
$28,000
Total ad spend refunded
20%
Average bot click rate
+21%
Conversion rate increase
Company Profile
Learning management platform offering professional certifications and business training.
The Challenge: High CPC Ad Spend Leak
Spam bots filled out course registration forms to run email spam lists, triggering conversion events and distorting search ad targeting.
The Solution: Behavioral Auditing & Refund Recovery
Filtered out non-human keystroke speed. Restored Meta and Google pixel training to human data.
"We were optimizing for user signups, but bots were generating fake signups. BotRefund stopped pixel poisoning, raising conversion quality immediately."
Katherine Bell
Marketing Director