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The Madison Avenue Field GuideA field guide to marketing & advertising, by Brandon Mina

GlossaryAdtech & ProgrammaticAd 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 MinaCEO, BrandPilot AIUpdated 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.