Marketing Analytics and Reporting 2026: B2B Framework + Tools

Originally published on konabayev.com Direct Answer: Marketing Analytics at a Glance Marketing analytics is the practice of measuring and analyzing data from marketing activities to understand what drives performance and where to allocate budget. It operates at three levels: descriptive (what happened), diagnostic (why it happened), and predictive (what will happen next). Companies that build a structured analytics practice consistently outperform those running on instinct, enabling budget decisions backed by evidence rather than assumptions. What Is Marketing Analytics? Marketing analytics is the practice of measuring, managing, and analyzing data from your marketing activities to understand what drives performance and where to allocate budget. It covers three distinct levels: descriptive (what happened), diagnostic (why it happened), and predictive (what will happen next). Without it, you are spending on instinct. With it, you are spending on evidence. Most teams have the tools but s