Marketing analytics and attribution determine which marketing investments get credit for revenue — and therefore which get budget, which get cut, and which get scaled. Done well, attribution turns marketing from cost center to predictable revenue engine. Done poorly, it produces budget decisions based on noise rather than signal. For