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Industry & Competitive Context The modern advertising ecosystem is built on an unresolved paradox: brands spend hundreds of billions of dollars annually on marketing, yet the systems used to measure what that spending actually produces are frequently unreliable, opaque, or exploitable. The problem predates digital media the observation that half of all advertising spend is wasted, though no one can identify which half, has long circulated in marketing circles but programmati