Why most demand generation fails at attribution?

An effective demand generation strategy aligns ICP clarity, content depth, distribution and sales feedback loops. Brands integrating SEO, paid media, webinars and lifecycle automation reportedly reduce CAC while improving MQL-to-SQL velocity. Closed-loop attribution, revenue dashboards and cohort tracking convert marketing from a lead factory into a predictable, compounding pipeline engine.

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