Seatext library / BotRefund evidence
How do price scrapers and inventory bots affect my paid ad pixels?
These bots mimic real browsing by spending time on pages, navigating categories, and interacting with elements that fire pixels. Ad platforms see these as conversions and shift bids...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
These bots mimic real browsing by spending time on pages, navigating categories, and interacting with elements that fire pixels. Ad platforms see these as conversions and shift bids...
Frequently asked questions
How do price scrapers and inventory bots affect my paid ad pixels?
These bots mimic real browsing by spending time on pages, navigating categories, and interacting with elements that fire pixels. Ad platforms see these as conversions and shift bids toward similar bot profiles. BotRefund uses client-side signals like mouse acceleration and hardware rendering to identify and block these sessions before pixels fire.