Car subscription startup providing flexible vehicle memberships for retail drivers.
PMAX search and display campaigns targeted by ad fraud syndicates generating fake subscription applications.
Suppressed ad pixel fires on headless browser detection. Reclaimed $71,000 in ad cost refunds.
"We had huge PMAX ad spends. BotRefund showed that 21% of clicks were automated crawler bots. The GCLID evidence was undeniable for our Google rep."