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

GlossaryMeasurement & AttributionClosed-Loop Measurement

Measurement & Attribution

Closed-Loop Measurement

Linking ad exposure directly to verified sales data, common in retail media.

By Brandon MinaCEO, BrandPilot AIUpdated November 2026

Short answer

Closed-loop measurement is the practice of linking ad exposure directly to verified sales or transaction data from the same customers. It is common in retail media, where retailers can connect who saw an ad with what they later bought, giving advertisers stronger evidence of sales impact than modeled or survey-based measures.