Glossary/Adtech & Programmatic/Ad Fraud (Invalid Traffic)
Adtech & Programmatic
Ad Fraud (Invalid Traffic)
Impressions, clicks, or conversions generated by bots or deceptive practices rather than real people.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Appears in Lesson 7 of Programmatic 101
Short answer
Ad fraud, or invalid traffic, is any impression, click, or conversion generated by bots, scripts, or deceptive practices rather than genuine human interest. It wastes advertiser budgets and distorts campaign data. The industry splits it into general invalid traffic, caught by routine filtering, and sophisticated invalid traffic, which requires advanced detection and analysis.