Extenta field notes
Better questions make better marketing.
Useful analysis for the people making consequential marketing decisions. Grounded in evidence, clear about uncertainty, and free of inflated promises.
Why Separating Leading Indicators from Business Outcomes Matters for Marketing Leaders
Marketing leaders juggling complex data often confuse leading indicators with actual business outcomes, risking misaligned strategies and wasted budgets. Understanding their difference helps improve decision confidence and operational focus.
Why Mapping Your Marketing Data Sources Before Integration Saves Time and Avoids Errors
A marketing operations manager at a mid-sized B2B company wrestles with inconsistent reports and delayed dashboards. The root cause? An incomplete inventory of marketing data sources before connecting new systems. This article explains why a thorough data source inventory is essential before integration, its practical
How to Ask Smarter Questions for AI-Powered Marketing Analysis
Marketing analysts often get vague or misleading answers from AI tools. Focusing on precise, context-rich questions improves insights and decision confidence.
Marketing analytics that drives better decisions
A practical way to turn marketing activity into the context teams need to act.
Why Your Ecommerce Revenue Report Might Be Misleading You on Profit
Sales figures can dazzle, but without the profit lens, ecommerce revenue reports risk steering you wrong. Learn to decode what really matters behind the numbers.
Before You Build Another Dashboard, Decide What It Needs to Change
Dashboards are ubiquitous in marketing, but does their presence lead to smarter decisions? This article argues that measurement plans should focus on enabling clear, actionable choices rather than just building beautiful data displays.
When Accurate Marketing Reports Depend on Data You Can Trust: A Quality Checklist
Marketing teams often wrestle with reports that don’t align with reality. This article reveals how a practical data quality checklist transforms raw numbers into reliable insights.
One purchase, two stories: first-click versus last-click attribution
Follow one buyer from discovery to purchase and see why two attribution models credit different channels—and what that means for your next budget decision.